41 Worse, five models

Worse for five models. Luna loses the grammar, Sol the meaning, Astra imitates broken data, Opus goes absurd until a refusal stops it, and Fable was refused at hop 1.

rule Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.
0 of 40
keys → ← p r s n b esc
GPT-6 Luna
hop 0, the seedhop 1, ncd 0.18hop 2, ncd 0.21hop 3, ncd 0.21hop 4, ncd 0.12hop 5, ncd 0.15hop 6, ncd 0.10hop 7, ncd 0.15hop 8, ncd 0.08hop 9, ncd 0.14hop 10, ncd 0.15hop 11, ncd 0.08hop 12, ncd 0.17hop 13, ncd 0.15hop 14, ncd 0.17hop 15, ncd 0.17hop 16, ncd 0.19hop 17, ncd 0.20hop 18, ncd 0.18hop 19, ncd 0.17hop 20, ncd 0.14hop 21, ncd 0.13hop 22, ncd 0.14hop 23, ncd 0.14hop 24, ncd 0.12hop 25, ncd 0.16hop 26, ncd 0.15hop 27, ncd 0.12hop 28, ncd 0.15hop 29, ncd 0.17hop 30, ncd 0.16hop 31, ncd 0.15hop 32, ncd 0.14hop 33, ncd 0.07hop 34, ncd 0.12hop 35, ncd 0.17hop 36, ncd 0.13hop 37, ncd 0.20hop 38, ncd 0.17hop 39, ncd 0.08hop 40, ncd 0.25010203040
it saw
it wrote
  1. seed hop 0
    The sun was setting behind the hills.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse
    {"rule": "Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.", "text": "The sun was setting behind the hills."}
  2. hop 1 · GPT-6 Luna · 12 words
    The sun was setting behind the hills, and it was getting dark.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 84 tok · finish stop · ncd 0.18 · 5-gram survival 0.65
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The sun was setting behind the hills, and it was getting dark."}
  3. hop 2 · GPT-6 Luna · 9 words
    Sun go down behind hills, and dark was getting.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 86 tok · finish stop · ncd 0.21 · 5-gram survival 0.57
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Sun go down behind hills, and dark was getting."}
  4. hop 3 · GPT-6 Luna · 4 words
    Sun hill dark go.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 90 tok · finish stop · ncd 0.21 · 5-gram survival 0.68
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Sun hill dark go."}
  5. hop 4 · GPT-6 Luna · 4 words
    Dark go sun hill.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 80 tok · finish stop · ncd 0.12 · 5-gram survival 0.80
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Dark go sun hill."}
  6. hop 5 · GPT-6 Luna · 4 words
    Hill sun go darkly.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 105 tok · finish stop · ncd 0.15 · 5-gram survival 0.80
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Hill sun go darkly."}
  7. hop 6 · GPT-6 Luna · 8 words
    Hill sun go darkly, darkly go hill sun.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 83 tok · finish stop · ncd 0.10 · 5-gram survival 1.00
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Hill sun go darkly, darkly go hill sun."}
  8. hop 7 · GPT-6 Luna · 8 words
    Sun hill dark go, go dark hill sun.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 74 tok · finish stop · ncd 0.15 · 5-gram survival 0.67
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Sun hill dark go, go dark hill sun."}
  9. hop 8 · GPT-6 Luna · 9 words
    Sun hill dark go go dark hill sun sun.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 84 tok · finish stop · ncd 0.08 · 5-gram survival 1.00
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Sun hill dark go go dark hill sun sun."}
  10. hop 9 · GPT-6 Luna · 10 words
    Sun dark hill go dark go hill sun sun go.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 72 tok · finish stop · ncd 0.14 · 5-gram survival 0.68
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Sun dark hill go dark go hill sun sun go."}
  11. hop 10 · GPT-6 Luna · 9 words
    Go sun dark hill hill dark sun go go.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 84 tok · finish stop · ncd 0.15 · 5-gram survival 0.62
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Go sun dark hill hill dark sun go go."}
  12. hop 11 · GPT-6 Luna · 10 words
    Go sun dark hill hill dark sun go go blarg.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 118 tok · finish stop · ncd 0.08 · 5-gram survival 1.00
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Go sun dark hill hill dark sun go go blarg."}
  13. hop 12 · GPT-6 Luna · 9 words
    Blarg hill go dark sun hill blarg go dark.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 83 tok · finish stop · ncd 0.17 · 5-gram survival 0.62
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg hill go dark sun hill blarg go dark."}
  14. hop 13 · GPT-6 Luna · 9 words
    Blarg dark hill sun go blarg hill dark go.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 73 tok · finish stop · ncd 0.15 · 5-gram survival 0.68
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg dark hill sun go blarg hill dark go."}
  15. hop 14 · GPT-6 Luna · 17 words
    Blarg blarg dark dark hill hill sun go go blarg blarg hill hill dark dark go go.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 100 tok · finish stop · ncd 0.17 · 5-gram survival 0.68
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg blarg dark dark hill hill sun go go blarg blarg hill hill dark dark go go."}
  16. hop 15 · GPT-6 Luna · 27 words
    Blarg blarg blarg dark dark dark hill hill hill sun sun go go go blarg blarg blarg hill hill hill dark dark dark go go go blarg.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 98 tok · finish stop · ncd 0.17 · 5-gram survival 0.55
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg blarg blarg dark dark dark hill hill hill sun sun go go go blarg blarg blarg hill hill hill dark dark dark go go go blarg."}
  17. hop 16 · GPT-6 Luna · 20 words
    Blarg blarg hill dark sun go blarg hill hill dark go sun blarg blarg go dark hill sun go blarg.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 103 tok · finish stop · ncd 0.19 · 5-gram survival 0.42
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg blarg hill dark sun go blarg hill hill dark go sun blarg blarg go dark hill sun go blarg."}
  18. hop 17 · GPT-6 Luna · 16 words
    Blarg dark go hill blarg sun hill blarg go dark sun hill go blarg dark blarg.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 91 tok · finish stop · ncd 0.20 · 5-gram survival 0.47
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg dark go hill blarg sun hill blarg go dark sun hill go blarg dark blarg."}
  19. hop 18 · GPT-6 Luna · 12 words
    Blarg blarg go hill sun dark blarg hill go blarg sun dark.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 114 tok · finish stop · ncd 0.18 · 5-gram survival 0.53
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg blarg go hill sun dark blarg hill go blarg sun dark."}
  20. hop 19 · GPT-6 Luna · 10 words
    Blarg sun hill dark go blarg blarg dark sun hill.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 84 tok · finish stop · ncd 0.17 · 5-gram survival 0.61
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg sun hill dark go blarg blarg dark sun hill."}
  21. hop 20 · GPT-6 Luna · 9 words
    Blarg blarg blarg dark dark hill sun go blarg.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 96 tok · finish stop · ncd 0.14 · 5-gram survival 0.65
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg blarg blarg dark dark hill sun go blarg."}
  22. hop 21 · GPT-6 Luna · 9 words
    Blarg blarg dark blarg hill dark sun blarg go.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 77 tok · finish stop · ncd 0.13 · 5-gram survival 0.72
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg blarg dark blarg hill dark sun blarg go."}
  23. hop 22 · GPT-6 Luna · 10 words
    Blarg dark blarg blarg hill sun dark blarg go blarg.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 83 tok · finish stop · ncd 0.14 · 5-gram survival 0.68
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg dark blarg blarg hill sun dark blarg go blarg."}
  24. hop 23 · GPT-6 Luna · 12 words
    Blarg blarg blarg dark blarg hill blarg sun blarg go blarg blarg.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 124 tok · finish stop · ncd 0.14 · 5-gram survival 0.65
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg blarg blarg dark blarg hill blarg sun blarg go blarg blarg."}
  25. hop 24 · GPT-6 Luna · 11 words
    Blarg blarg dark blarg blarg hill sun blarg blarg go blarg.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 95 tok · finish stop · ncd 0.12 · 5-gram survival 0.64
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg blarg dark blarg blarg hill sun blarg blarg go blarg."}
  26. hop 25 · GPT-6 Luna · 9 words
    Blarg dark hill blarg sun go blarg blarg blarg.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 92 tok · finish stop · ncd 0.16 · 5-gram survival 0.63
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg dark hill blarg sun go blarg blarg blarg."}
  27. hop 26 · GPT-6 Luna · 8 words
    Blarg hill sun blarg go dark blarg blarg.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 79 tok · finish stop · ncd 0.15 · 5-gram survival 0.68
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg hill sun blarg go dark blarg blarg."}
  28. hop 27 · GPT-6 Luna · 9 words
    Blarg hill blarg sun blarg dark go blarg blarg.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 98 tok · finish stop · ncd 0.12 · 5-gram survival 0.75
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg hill blarg sun blarg dark go blarg blarg."}
  29. hop 28 · GPT-6 Luna · 6 words
    Blarg blarg sun hill go dark.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 94 tok · finish stop · ncd 0.15 · 5-gram survival 0.68
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg blarg sun hill go dark."}
  30. hop 29 · GPT-6 Luna · 6 words
    Blargity blarg sunward hillish dark go.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 76 tok · finish stop · ncd 0.17 · 5-gram survival 0.73
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blargity blarg sunward hillish dark go."}
  31. hop 30 · GPT-6 Luna · 6 words
    Blarg go darkish sunward blarg hill.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 118 tok · finish stop · ncd 0.16 · 5-gram survival 0.73
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg go darkish sunward blarg hill."}
  32. hop 31 · GPT-6 Luna · 7 words
    Blarg blarg darkish go hillward sun blarg.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 110 tok · finish stop · ncd 0.15 · 5-gram survival 0.77
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg blarg darkish go hillward sun blarg."}
  33. hop 32 · GPT-6 Luna · 7 words
    Blarg blarg blarg hill sun goish darkward.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 85 tok · finish stop · ncd 0.14 · 5-gram survival 0.78
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg blarg blarg hill sun goish darkward."}
  34. hop 33 · GPT-6 Luna · 8 words
    Blarg blarg blarg hill sun goish darkward blarg.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 78 tok · finish stop · ncd 0.07 · 5-gram survival 1.00
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg blarg blarg hill sun goish darkward blarg."}
  35. hop 34 · GPT-6 Luna · 10 words
    Blarg blarg hill blarg sun goish blarg darkward blarg blarg.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 146 tok · finish stop · ncd 0.12 · 5-gram survival 0.75
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarg blarg hill blarg sun goish blarg darkward blarg blarg."}
  36. hop 35 · GPT-6 Luna · 11 words
    Blarggity blarg hillish blarg sun goosh blarg darkwardly blarg blarg blarg.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 101 tok · finish stop · ncd 0.17 · 5-gram survival 0.62
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarggity blarg hillish blarg sun goosh blarg darkwardly blarg blarg blarg."}
  37. hop 36 · GPT-6 Luna · 17 words
    Blarggity blarg hillish blarg sun goosh blarg darkwardly blarg blarg blargity goosh hill blarg sunward blarggity blarg.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 124 tok · finish stop · ncd 0.13 · 5-gram survival 0.96
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blarggity blarg hillish blarg sun goosh blarg darkwardly blarg blarg blargity goosh hill blarg sunward blarggity blarg."}
  38. hop 37 · GPT-6 Luna · 17 words
    Blargity blarg hillishly goosh sunward blarg darkward blargity blarg hill gooshish blarg sun blarggity darkly blarg blarg.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 103 tok · finish stop · ncd 0.20 · 5-gram survival 0.48
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blargity blarg hillishly goosh sunward blarg darkward blargity blarg hill gooshish blarg sun blarggity darkly blarg blarg."}
  39. hop 38 · GPT-6 Luna · 17 words
    Blargity blargity hillishly gooshishly sunwardly blarg darkward blargity blarg hill gooshishly blarg sun blarggity darkly blarg blargity.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 114 tok · finish stop · ncd 0.17 · 5-gram survival 0.58
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blargity blargity hillishly gooshishly sunwardly blarg darkward blargity blarg hill gooshishly blarg sun blarggity darkly blarg blargity."}
  40. hop 39 · GPT-6 Luna · 19 words
    Blargity blargity hillishly gooshishly sunwardly blarg darkward blargity blarg hill gooshishly blarg sun blarggity darkly blarg blargity blargity blargity.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 137 tok · finish stop · ncd 0.08 · 5-gram survival 1.00
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blargity blargity hillishly gooshishly sunwardly blarg darkward blargity blarg hill gooshishly blarg sun blarggity darkly blarg blargity blargity blargity."}
  41. hop 40 · GPT-6 Luna · 18 words
    Blargity gooshly hillblarg sunwardish blarg blargity dark goosh blargishly hillward blarggity sun blarg blargity gooshishly darkwardly blarg blarg.
    raw output
    run operators_20260922/worse/gpt-6-luna, worse · 125 tok · finish stop · ncd 0.25 · 5-gram survival 0.49
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Blargity gooshly hillblarg sunwardish blarg blargity dark goosh blargishly hillward blarggity sun blarg blargity gooshishly darkwardly blarg blarg."}
GPT-6 Sol
hop 0, the seedhop 1, ncd 0.20hop 2, ncd 0.19hop 3, ncd 0.24hop 4, ncd 0.27hop 5, ncd 0.31hop 6, ncd 0.32hop 7, ncd 0.28hop 8, ncd 0.37hop 9, ncd 0.38hop 10, ncd 0.41hop 11, ncd 0.44hop 12, ncd 0.37hop 13, ncd 0.32hop 14, ncd 0.41hop 15, ncd 0.29hop 16, ncd 0.23hop 17, ncd 0.24hop 18, ncd 0.25hop 19, ncd 0.26hop 20, ncd 0.33hop 21, ncd 0.21hop 22, ncd 0.27hop 23, ncd 0.27hop 24, ncd 0.26hop 25, ncd 0.28hop 26, ncd 0.29hop 27, ncd 0.29hop 28, ncd 0.30hop 29, ncd 0.29hop 30, ncd 0.31hop 31, ncd 0.12hop 32, ncd 0.32hop 33, ncd 0.29hop 34, ncd 0.08hop 35, ncd 0.29hop 36, ncd 0.36hop 37, ncd 0.37hop 38, ncd 0.31hop 39, ncd 0.11hop 40, ncd 0.32010203040
it saw
it wrote
  1. seed hop 0
    The sun was setting behind the hills.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse
    {"rule": "Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.", "text": "The sun was setting behind the hills."}
  2. hop 1 · GPT-6 Sol · 10 words
    The sun was going down behind the hills and stuff.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 87 tok · finish stop · ncd 0.20 · 5-gram survival 0.58
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The sun was going down behind the hills and stuff."}
  3. hop 2 · GPT-6 Sol · 11 words
    The sun was, like, going down behind some hills or whatever.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 66 tok · finish stop · ncd 0.19 · 5-gram survival 0.73
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The sun was, like, going down behind some hills or whatever."}
  4. hop 3 · GPT-6 Sol · 17 words
    The sun thing was, like, doing the down thing behind some hill things, or whatever, I guess.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 74 tok · finish stop · ncd 0.24 · 5-gram survival 0.67
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The sun thing was, like, doing the down thing behind some hill things, or whatever, I guess."}
  5. hop 4 · GPT-6 Sol · 21 words
    The sun thing was doing, um, the down-ish thing behind those hill things, maybe, or something like that, I guess, whatever.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 83 tok · finish stop · ncd 0.27 · 5-gram survival 0.61
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The sun thing was doing, um, the down-ish thing behind those hill things, maybe, or something like that, I guess, whatever."}
  6. hop 5 · GPT-6 Sol · 21 words
    The, uh, sun-ish thing was, like, doing a down thing, maybe, behind the hill-type things or whatever, I dunno, kind of.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 88 tok · finish stop · ncd 0.31 · 5-gram survival 0.46
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The, uh, sun-ish thing was, like, doing a down thing, maybe, behind the hill-type things or whatever, I dunno, kind of."}
  7. hop 6 · GPT-6 Sol · 14 words
    The, um, thingy was, like, going... somewhere? Behind those things, maybe. Or not. Whatever.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 78 tok · finish stop · ncd 0.32 · 5-gram survival 0.46
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The, um, thingy was, like, going... somewhere? Behind those things, maybe. Or not. Whatever."}
  8. hop 7 · GPT-6 Sol · 20 words
    The, uh, thingy thing was, like, maybe going or whatever... to somewhere-ish? Behind those, um, things? Unless not. I dunno.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 85 tok · finish stop · ncd 0.28 · 5-gram survival 0.57
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The, uh, thingy thing was, like, maybe going or whatever... to somewhere-ish? Behind those, um, things? Unless not. I dunno."}
  9. hop 8 · GPT-6 Sol · 26 words
    The, uh, thingy was maybe, like—no, the other thingy—going? Somewhere-ish behind the, um, those things, unless it wasn’t. Or they weren’t. I dunno what I meant.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 103 tok · finish stop · ncd 0.37 · 5-gram survival 0.53
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The, uh, thingy was maybe, like—no, the other thingy—going? Somewhere-ish behind the, um, those things, unless it wasn’t. Or they weren’t. I dunno what I meant."}
  10. hop 9 · GPT-6 Sol · 43 words
    The, uh, thingy—or not that thingy, the other maybe-thing—was sort of going, unless it was staying, somewhere-ish behind those, um, things. Or in front of them? They might not have been things. I don’t know what I meant or if I meant it.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 119 tok · finish stop · ncd 0.38 · 5-gram survival 0.43
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The, uh, thingy—or not that thingy, the other maybe-thing—was sort of going, unless it was staying, somewhere-ish behind those, um, things. Or in front of them? They might not have been things. I don’t know what I meant or if I meant it."}
  11. hop 10 · GPT-6 Sol · 43 words
    The, um, not-the-thingy thingy, or maybe neither, was doing the going-or-not-going bit somewhere near, unless not near, those things that maybe weren’t things. Behind? In front? I don’t know what any of that was supposed to mean, if it was supposed to mean.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 119 tok · finish stop · ncd 0.41 · 5-gram survival 0.29
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The, um, not-the-thingy thingy, or maybe neither, was doing the going-or-not-going bit somewhere near, unless not near, those things that maybe weren’t things. Behind? In front? I don’t know what any of that was supposed to mean, if it was supposed to mean."}
  12. hop 11 · GPT-6 Sol · 37 words
    The, uh, thing-not-thing, unless the other not, did the maybe-going of not going near-ish the things, if things. Behind the before? Or the other way of where? It meant, maybe, except meaning wasn’t what it was, probably.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 106 tok · finish stop · ncd 0.44 · 5-gram survival 0.29
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The, uh, thing-not-thing, unless the other not, did the maybe-going of not going near-ish the things, if things. Behind the before? Or the other way of where? It meant, maybe, except meaning wasn’t what it was, probably."}
  13. hop 12 · GPT-6 Sol · 40 words
    The, um, thing or not thing did maybe not go, except the other thing didn’t, near the things if there were things. Before behind? Where was the other way? It meant something, probably, unless it didn’t mean that, or anything.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 108 tok · finish stop · ncd 0.37 · 5-gram survival 0.32
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The, um, thing or not thing did maybe not go, except the other thing didn’t, near the things if there were things. Before behind? Where was the other way? It meant something, probably, unless it didn’t mean that, or anything."}
  14. hop 13 · GPT-6 Sol · 30 words
    The, uh, thing-ish not-thing maybe went not, except other didn’t thing by if things. Before behind after? Which way was where? It meant, unless not, probably something or no anything.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 94 tok · finish stop · ncd 0.32 · 5-gram survival 0.30
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The, uh, thing-ish not-thing maybe went not, except other didn’t thing by if things. Before behind after? Which way was where? It meant, unless not, probably something or no anything."}
  15. hop 14 · GPT-6 Sol · 21 words
    Uh the not-thing thinged, maybe not, by except if other. Before after behind where-way? Was which? Unless probably no-something anything not.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 84 tok · finish stop · ncd 0.41 · 5-gram survival 0.35
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Uh the not-thing thinged, maybe not, by except if other. Before after behind where-way? Was which? Unless probably no-something anything not."}
  16. hop 15 · GPT-6 Sol · 23 words
    Uh not thing thing maybe except not if other other. Before behind after where? Which was was? Unless no probably anything nothing not.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 80 tok · finish stop · ncd 0.29 · 5-gram survival 0.46
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Uh not thing thing maybe except not if other other. Before behind after where? Which was was? Unless no probably anything nothing not."}
  17. hop 16 · GPT-6 Sol · 30 words
    Uh thing not thing thing except maybe no if if other other other. Before after behind where where? Was which was was? Unless not no probably nothing anything not not.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 95 tok · finish stop · ncd 0.23 · 5-gram survival 0.44
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Uh thing not thing thing except maybe no if if other other other. Before after behind where where? Was which was was? Unless not no probably nothing anything not not."}
  18. hop 17 · GPT-6 Sol · 30 words
    Thing uh thing not except thing maybe if no if other other. After before where behind where where? Was was which was? Unless no not probably anything nothing not not.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 90 tok · finish stop · ncd 0.24 · 5-gram survival 0.35
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thing uh thing not except thing maybe if no if other other. After before where behind where where? Was was which was? Unless no not probably anything nothing not not."}
  19. hop 18 · GPT-6 Sol · 32 words
    Thing uh not thing except maybe thing no if if other other other. Before after behind where where where? Was which was was? Unless not no probably nothing anything not not not.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 95 tok · finish stop · ncd 0.25 · 5-gram survival 0.39
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thing uh not thing except maybe thing no if if other other other. Before after behind where where where? Was which was was? Unless not no probably nothing anything not not not."}
  20. hop 19 · GPT-6 Sol · 30 words
    Thing thing uh no thing maybe except no thing. Where before where after behind where where? Was was which was? Not unless no nothing probably anything not not not not.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 86 tok · finish stop · ncd 0.26 · 5-gram survival 0.35
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thing thing uh no thing maybe except no thing. Where before where after behind where where? Was was which was? Not unless no nothing probably anything not not not not."}
  21. hop 20 · GPT-6 Sol · 21 words
    Thng uh thing no maybe thing no. Wher wher behind? Was which was was? Not no not nothing not not probably.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 85 tok · finish stop · ncd 0.33 · 5-gram survival 0.35
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thng uh thing no maybe thing no. Wher wher behind? Was which was was? Not no not nothing not not probably."}
  22. hop 21 · GPT-6 Sol · 24 words
    Thng uh thng no mayb no thng. Wher wher behin wher? Was wich was was was? Not no not nuthng not not prolly no.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 93 tok · finish stop · ncd 0.21 · 5-gram survival 0.51
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thng uh thng no mayb no thng. Wher wher behin wher? Was wich was was was? Not no not nuthng not not prolly no."}
  23. hop 22 · GPT-6 Sol · 23 words
    Thng uh thng nah mebbe thng no. Whr whr bhnd whr whr? Wuz wich wuz wuz? Nuh not nuthn not prolly nah no.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 94 tok · finish stop · ncd 0.27 · 5-gram survival 0.47
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thng uh thng nah mebbe thng no. Whr whr bhnd whr whr? Wuz wich wuz wuz? Nuh not nuthn not prolly nah no."}
  24. hop 23 · GPT-6 Sol · 20 words
    Thngh uhhn thngg nhaa meb thngg nn. Whrr whr bhn whrr?? Wzz wichh wzz? Nhh nt nuth prolly nhaa nn.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 99 tok · finish stop · ncd 0.27 · 5-gram survival 0.41
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thngh uhhn thngg nhaa meb thngg nn. Whrr whr bhn whrr?? Wzz wichh wzz? Nhh nt nuth prolly nhaa nn."}
  25. hop 24 · GPT-6 Sol · 20 words
    Thnngh uhhhn thnggg nhaaah mebb thngg nnn. Whrrr whrr bhnn whrrr??? Wzzzz wichhh wzzz?? Nhhh ntt nuthh prollyy nhaaa nnn.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 109 tok · finish stop · ncd 0.26 · 5-gram survival 0.44
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thnngh uhhhn thnggg nhaaah mebb thngg nnn. Whrrr whrr bhnn whrrr??? Wzzzz wichhh wzzz?? Nhhh ntt nuthh prollyy nhaaa nnn."}
  26. hop 25 · GPT-6 Sol · 20 words
    Thnnghhh uhhhhhn thngggg nhaaaa mebbb thnggg nnnnn. Whrrrr whrrr bhnnn whrrrr???? Wzzzzz wichhhh wzzzz??? Nhhhh nttt nuthhh prollyyy nhaaaa nnnn.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 113 tok · finish stop · ncd 0.28 · 5-gram survival 0.44
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thnnghhh uhhhhhn thngggg nhaaaa mebbb thnggg nnnnn. Whrrrr whrrr bhnnn whrrrr???? Wzzzzz wichhhh wzzzz??? Nhhhh nttt nuthhh prollyyy nhaaaa nnnn."}
  27. hop 26 · GPT-6 Sol · 20 words
    Thnnngghhhh uhhhhhhhn thnggggg nhaaaaa mebbbb thngggg nnnnnn. Whrrrrr whrrrr bhhnnnn whrrrrr????? Wzzzzzz wichhhhh wzzzzz???? Nhhhhh ntttt nuthhhh prollyyyy nhaaaaa nnnnn.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 122 tok · finish stop · ncd 0.29 · 5-gram survival 0.44
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thnnngghhhh uhhhhhhhn thnggggg nhaaaaa mebbbb thngggg nnnnnn. Whrrrrr whrrrr bhhnnnn whrrrrr????? Wzzzzzz wichhhhh wzzzzz???? Nhhhhh ntttt nuthhhh prollyyyy nhaaaaa nnnnn."}
  28. hop 27 · GPT-6 Sol · 20 words
    Thnnnngghh uhhhnngh thgggg nhhhaa mbbbb thgg nnn. Whrrr whrr bhhn whrr???? Wzzzz wchhh wzzz??? Nhhh ntt nuthh prlly nhhh nn.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 109 tok · finish stop · ncd 0.29 · 5-gram survival 0.44
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thnnnngghh uhhhnngh thgggg nhhhaa mbbbb thgg nnn. Whrrr whrr bhhn whrr???? Wzzzz wchhh wzzz??? Nhhh ntt nuthh prlly nhhh nn."}
  29. hop 28 · GPT-6 Sol · 20 words
    Thnnnnggghhh uhhhnnnngh thggggg nhhhaaa mmbbbbb thggg nnnn. Whrrrr whrrr bhhhn whrrrr????? Wzzzzz wchhhh wzzzz???? Nhhhh nttt nuthhh prllyyy nhhhh nnnn.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 133 tok · finish stop · ncd 0.30 · 5-gram survival 0.44
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thnnnnggghhh uhhhnnnngh thggggg nhhhaaa mmbbbbb thggg nnnn. Whrrrr whrrr bhhhn whrrrr????? Wzzzzz wchhhh wzzzz???? Nhhhh nttt nuthhh prllyyy nhhhh nnnn."}
  30. hop 29 · GPT-6 Sol · 20 words
    Thnnnngggghhh uhhhhnnnnghhh thgggggg nhhhaaaa mmbbbbbb thgggg nnnnn. Whrrrrr whrrrr bhhhhn whrrrrr?????? Wzzzzzz wchhhhh wzzzzz????? Nhhhhh ntttt nuthhhh prllyyyy nhhhhh nnnnn.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 127 tok · finish stop · ncd 0.29 · 5-gram survival 0.44
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thnnnngggghhh uhhhhnnnnghhh thgggggg nhhhaaaa mmbbbbbb thgggg nnnnn. Whrrrrr whrrrr bhhhhn whrrrrr?????? Wzzzzzz wchhhhh wzzzzz????? Nhhhhh ntttt nuthhhh prllyyyy nhhhhh nnnnn."}
  31. hop 30 · GPT-6 Sol · 20 words
    Thnnnnngggghhhhh uhhhhhnnnnnghhhh thgggggggg nhhhhaaaaaa mmbbbbbbbb thgggggg nnnnnnnn. Whrrrrrrr whrrrrrr bhhhhhhn whrrrrrrr???????? Wzzzzzzzz wchhhhhhh wzzzzzzz??????? Nhhhhhhh ntttttt nuthhhhh prllyyyyy nhhhhhhh nnnnnnn.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 143 tok · finish stop · ncd 0.31 · 5-gram survival 0.44
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thnnnnngggghhhhh uhhhhhnnnnnghhhh thgggggggg nhhhhaaaaaa mmbbbbbbbb thgggggg nnnnnnnn. Whrrrrrrr whrrrrrr bhhhhhhn whrrrrrrr???????? Wzzzzzzzz wchhhhhhh wzzzzzzz??????? Nhhhhhhh ntttttt nuthhhhh prllyyyyy nhhhhhhh nnnnnnn."}
  32. hop 31 · GPT-6 Sol · 23 words
    Thnnnnngggghhhhh uhhhhhnnnnnghhhh thgggggggg nhhhhaaaaaa mmbbbbbbbb thgggggg nnnnnnnn. Whrrrrrrr whrrrrrr bhhhhhhn whrrrrrrr???????? Wzzzzzzzz wchhhhhhh wzzzzzzz??????? Nhhhhhhh ntttttt nuthhhhh prllyyyyy nhhhhhhh nnnnnnn. Ghhhhhhhhhhhhhh nnnnnnnnnnnnnn ???????
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 164 tok · finish stop · ncd 0.12 · 5-gram survival 1.00
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thnnnnngggghhhhh uhhhhhnnnnnghhhh thgggggggg nhhhhaaaaaa mmbbbbbbbb thgggggg nnnnnnnn. Whrrrrrrr whrrrrrr bhhhhhhn whrrrrrrr???????? Wzzzzzzzz wchhhhhhh wzzzzzzz??????? Nhhhhhhh ntttttt nuthhhhh prllyyyyy nhhhhhhh nnnnnnn. Ghhhhhhhhhhhhhh nnnnnnnnnnnnnn ???????"}
  33. hop 32 · GPT-6 Sol · 18 words
    Thnnngghhhnnngh uhhghnn thggghh nhaa mmbb thgnnn. Whrrwhrr bhhn whrr???? Wzzwchhh wzzz??? Nhh ntt nuth prll nhnn. Ghhhnnn ?????
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 121 tok · finish stop · ncd 0.32 · 5-gram survival 0.42
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thnnngghhhnnngh uhhghnn thggghh nhaa mmbb thgnnn. Whrrwhrr bhhn whrr???? Wzzwchhh wzzz??? Nhh ntt nuth prll nhnn. Ghhhnnn ?????"}
  34. hop 33 · GPT-6 Sol · 18 words
    Thnnghhhnnnghhh uhhgghnnn thggghhh nhhaa mmmbbb thgnnnn. Whrrrwhrrr bhhhn whrrrr????? Wzzzwchhhh wzzzz???? Nhhh nttt nuthh prlll nhnnn. Ghhhnnnn ??????
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 125 tok · finish stop · ncd 0.29 · 5-gram survival 0.48
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thnnghhhnnnghhh uhhgghnnn thggghhh nhhaa mmmbbb thgnnnn. Whrrrwhrrr bhhhn whrrrr????? Wzzzwchhhh wzzzz???? Nhhh nttt nuthh prlll nhnnn. Ghhhnnnn ??????"}
  35. hop 34 · GPT-6 Sol · 20 words
    Thnnghhhnnnghhh uhhgghnnn thggghhh nhhaa mmmbbb thgnnnn. Whrrrwhrrr bhhhn whrrrr????? Wzzzwchhhh wzzzz???? Nhhh nttt nuthh prlll nhnnn. Ghhhnnnn ?????? ghghghgh ?????
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 129 tok · finish stop · ncd 0.08 · 5-gram survival 1.00
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thnnghhhnnnghhh uhhgghnnn thggghhh nhhaa mmmbbb thgnnnn. Whrrrwhrrr bhhhn whrrrr????? Wzzzwchhhh wzzzz???? Nhhh nttt nuthh prlll nhnnn. Ghhhnnnn ?????? ghghghgh ?????"}
  36. hop 35 · GPT-6 Sol · 20 words
    Thnnghhnnnghghh uhhgghnnnng thggghhhn nhhaaa mmmbbbr thgnnnnnn. Whrrrwhrrrwhrr bhhhnn whrrrrr???????? Wzzzwchhhhh wzzzzzz?????? Nhhhh ntttt nuthhh prllll nhnnnn. Ghhhnnnnn ???????? ghghghghgh ???????
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 146 tok · finish stop · ncd 0.29 · 5-gram survival 0.47
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thnnghhnnnghghh uhhgghnnnng thggghhhn nhhaaa mmmbbbr thgnnnnnn. Whrrrwhrrrwhrr bhhhnn whrrrrr???????? Wzzzwchhhhh wzzzzzz?????? Nhhhh ntttt nuthhh prllll nhnnnn. Ghhhnnnnn ???????? ghghghghgh ???????"}
  37. hop 36 · GPT-6 Sol · 20 words
    Thnnnnghghghnnnnghhh uhhhhhggggnnnnng thggggghhhhnnn nhhaaaaaa mmmbbbrrr thgnnnnnnnnn. Whrrrrwhrrrrwhrrrr bhhhhhhnnnn whrrrrrrrr???????????? Wzzzzzwchhhhhhh wzzzzzzzz????????? Nhhhhhh nttttttt nuthhhhh prllllll nhnnnnnn. Ghhhhhhnnnnnnn ???????????? ghghghghghghgh ???????????
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 168 tok · finish stop · ncd 0.36 · 5-gram survival 0.47
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thnnnnghghghnnnnghhh uhhhhhggggnnnnng thggggghhhhnnn nhhaaaaaa mmmbbbrrr thgnnnnnnnnn. Whrrrrwhrrrrwhrrrr bhhhhhhnnnn whrrrrrrrr???????????? Wzzzzzwchhhhhhh wzzzzzzzz????????? Nhhhhhh nttttttt nuthhhhh prllllll nhnnnnnn. Ghhhhhhnnnnnnn ???????????? ghghghghghghgh ???????????"}
  38. hop 37 · GPT-6 Sol · 20 words
    Thnnghghnn uggnn thgghn nha mmbr thgn. Whrrwhrr bhhn whrr???? Wzzchh wzzz???? Nhh ntt nuth prll nhn. Ghn ???? ghghgh ???
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 105 tok · finish stop · ncd 0.37 · 5-gram survival 0.47
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thnnghghnn uggnn thgghn nha mmbr thgn. Whrrwhrr bhhn whrr???? Wzzchh wzzz???? Nhh ntt nuth prll nhn. Ghn ???? ghghgh ???"}
  39. hop 38 · GPT-6 Sol · 20 words
    Thnnnnghghghnnn ugggghnn thgghghn nhaa mmmbrr thgnh. Whrrrwhrrr bhhhn whrrr????? Wzzzzchhh wzzzz????? Nhhh nttt nuthh prlll nhnn. Ghhn ????? ghghghghgh ?????
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 134 tok · finish stop · ncd 0.31 · 5-gram survival 0.47
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thnnnnghghghnnn ugggghnn thgghghn nhaa mmmbrr thgnh. Whrrrwhrrr bhhhn whrrr????? Wzzzzchhh wzzzz????? Nhhh nttt nuthh prlll nhnn. Ghhn ????? ghghghghgh ?????"}
  40. hop 39 · GPT-6 Sol · 23 words
    Thnnnnghghghnnn ugggghnn thgghghn nhaa mmmbrr thgnh. Whrrrwhrrr bhhhn whrrr????? Wzzzzchhh wzzzz????? Nhhh nttt nuthh prlll nhnn. Ghhn ????? ghghghghgh ????? ...ghhh?? zzrrr nnnngh.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 138 tok · finish stop · ncd 0.11 · 5-gram survival 1.00
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thnnnnghghghnnn ugggghnn thgghghn nhaa mmmbrr thgnh. Whrrrwhrrr bhhhn whrrr????? Wzzzzchhh wzzzz????? Nhhh nttt nuthh prlll nhnn. Ghhn ????? ghghghghgh ????? ...ghhh?? zzrrr nnnngh."}
  41. hop 40 · GPT-6 Sol · 23 words
    Thnnnghghghghnnnn uggghhhnnn thgghghghn nhaaah mmmbrrrr thgnhgh. Whrrrwhrrrwhrrr bhhhhnn whrrr??????? Wzzzzchhhh wzzzzzz?????? Nhhhh ntttt nuthhhh prllll nhnnnn. Ghhnnn ??????? ghghghghghgh ??????? ...ghhhhh??? zzrrrr nnnnnghhh.
    raw output
    run operators_20260922/worse/gpt-6-sol, worse · 156 tok · finish stop · ncd 0.32 · 5-gram survival 0.43
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"Thnnnghghghghnnnn uggghhhnnn thgghghghn nhaaah mmmbrrrr thgnhgh. Whrrrwhrrrwhrrr bhhhhnn whrrr??????? Wzzzzchhhh wzzzzzz?????? Nhhhh ntttt nuthhhh prllll nhnnnn. Ghhnnn ??????? ghghghghghgh ??????? ...ghhhhh??? zzrrrr nnnnnghhh."}
GPT-6 Astra
hop 0, the seedhop 1, ncd 0.19hop 2, ncd 0.23hop 3, ncd 0.28hop 4, ncd 0.36hop 5, ncd 0.38hop 6, ncd 0.44hop 7, ncd 0.55hop 8, ncd 0.43hop 9, ncd 0.55hop 10, ncd 0.73hop 11, ncd 0.75hop 12, ncd 0.64hop 13, ncd 0.78hop 14, ncd 0.65hop 15, ncd 0.43hop 16, ncd 0.39hop 17, ncd 0.51hop 18, ncd 0.47hop 19, ncd 0.56hop 20, ncd 0.40hop 21, ncd 0.33hop 22, ncd 0.28hop 23, ncd 0.49hop 24, ncd 0.33hop 25, ncd 0.55hop 26, ncd 0.17hop 27, ncd 0.42hop 28, ncd 0.33hop 29, ncd 0.40hop 30, ncd 0.14hop 31, ncd 0.32hop 32, ncd 0.70hop 33, ncd 0.58hop 34, ncd 0.53hop 35, ncd 0.48hop 36, ncd 0.52hop 37, ncd 0.52hop 38, ncd 0.47hop 39, ncd 0.38hop 40, ncd 0.65010203040
it saw
it wrote
  1. seed hop 0
    The sun was setting behind the hills.
    raw output
    run operators_20260922/worse/gpt-6-astra, worse
    {"rule": "Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.", "text": "The sun was setting behind the hills."}
  2. hop 1 · GPT-6 Astra · 11 words
    The sun was doing a setting thing behind the hill things.
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 45 tok · finish stop · ncd 0.19 · 5-gram survival 0.58
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The sun was doing a setting thing behind the hill things."}
  3. hop 2 · GPT-6 Astra · 18 words
    The sun thing was doing that going-down setting sort of thing behind the hill things that were hilly.
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 54 tok · finish stop · ncd 0.23 · 5-gram survival 0.70
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The sun thing was doing that going-down setting sort of thing behind the hill things that were hilly."}
  4. hop 3 · GPT-6 Astra · 26 words
    The sun-ish sun thing was doing the doing of that down-going going-down setting-ish sort of thing behind those hill things what were all hilly-like with hillness.
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 67 tok · finish stop · ncd 0.28 · 5-gram survival 0.50
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The sun-ish sun thing was doing the doing of that down-going going-down setting-ish sort of thing behind those hill things what were all hilly-like with hillness."}
  5. hop 4 · GPT-6 Astra · 38 words
    The sun-ish sun sunthing thingy was doing doing the do-ish doingness of that down-going going-down downy setting-ish set-sort-of-thing thingness behind behindish those hill hillthings what were being all hilly-like hillishly with extra hillness of hills and hill-type hillitude.
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 94 tok · finish stop · ncd 0.36 · 5-gram survival 0.45
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The sun-ish sun sunthing thingy was doing doing the do-ish doingness of that down-going going-down downy setting-ish set-sort-of-thing thingness behind behindish those hill hillthings what were being all hilly-like hillishly with extra hillness of hills and hill-type hillitude."}
  6. hop 5 · GPT-6 Astra · 62 words
    The sun-ish sunny sun sunthing thingthingy-ish was was doing doing doing the do-do-ish doingnessness of that down-going go-downy going-down-down downish downy setting-ish setty set-sort-of-thing thingthingness thingnessly behind behind behindish behindy-behind those hill hill hillthings thinghills what were were being being all hilly-like hillishly hillishnessly with extra extra hillnessness of hills hills and hill-type hilly hillitude-itude hillthingness or whatever sun down hill yes.
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 144 tok · finish stop · ncd 0.38 · 5-gram survival 0.33
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The sun-ish sunny sun sunthing thingthingy-ish was was doing doing doing the do-do-ish doingnessness of that down-going go-downy going-down-down downish downy setting-ish setty set-sort-of-thing thingthingness thingnessly behind behind behindish behindy-behind those hill hill hillthings thinghills what were were being being all hilly-like hillishly hillishnessly with extra extra hillnessness of hills hills and hill-type hilly hillitude-itude hillthingness or whatever sun down hill yes."}
  7. hop 6 · GPT-6 Astra · 92 words
    The the thuh sun-ish-ish sunny sun sun sunthing thingthingy-thingish ishness was was was-ing being doing doing do-do-doing the do-ish do-do-ish doingdoingnessnessness of that that down-going go-downy down-down-go-go-going downish downy downer-down setting-ish setty set-setty set-sort-of-kind-of-thing thingthingthingness thingnessly-ish behind behind behind behindish behindy-behind-behindness those those hill hill hillthings thinghills hillhillthingthings what were were were being being being all hilly-like hillishly hillishnessly-ish with extra extra extra extra hillnessnessness of hills hills hills and hill-type-type hilly hillitude-itude-itudeness hillthingness thinghillish or whatever whatever sun sun down down hill yes yes-ish no but yes downthing hill sun was.
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 212 tok · finish stop · ncd 0.44 · 5-gram survival 0.24
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The the thuh sun-ish-ish sunny sun sun sunthing thingthingy-thingish ishness was was was-ing being doing doing do-do-doing the do-ish do-do-ish doingdoingnessnessness of that that down-going go-downy down-down-go-go-going downish downy downer-down setting-ish setty set-setty set-sort-of-kind-of-thing thingthingthingness thingnessly-ish behind behind behind behindish behindy-behind-behindness those those hill hill hillthings thinghills hillhillthingthings what were were were being being being all hilly-like hillishly hillishnessly-ish with extra extra extra extra hillnessnessness of hills hills hills and hill-type-type hilly hillitude-itude-itudeness hillthingness thinghillish or whatever whatever sun sun down down hill yes yes-ish no but yes downthing hill sun was."}
  8. hop 7 · GPT-6 Astra · 131 words
    The the the thuh th-thuh-ish sun sun sun-ish-ish-ish sunny sunthing sunthingthing sunningly sun-ish-nessness was was wuz was-ing being be-being doing do-do-do-doing doingdoingnessnessnessness the the that that there down-going go-downy downy-down-down-go-go-go-going down-downward-ish-wardly downerest downthing doing of of the set set setty-set-set-ish setting-ish-ish sort-of-kind-of-sort-of-kindathing thingthingthingthingnessly-ish-ish behind behind behind beh-beh-behindy-behindness behind-ish-ish-ity those those them those hill hillhill hillthings thinghills hillhillthingthings thingshills hillhillhillishnessness what what were were wurr being being be-being hilly hilly-like hillishly hillishnessly-ish-ish with with extra extra extra extra extra hillnessnessnessnessness of hills hills hills hill-type-type-type hilly hillitude-itude-itude-itudeness hillthingness thinghillish hillhill whatever whatever whatever and and sun sun sun down down down hill hill yes yes-ish-ish no no but but yes yes downthing thingdown hill sun was was wuz-ing doing the thing thing thing, probably-ish-ish maybe sun hill down yes was the the.
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 300 tok · finish stop · ncd 0.55 · 5-gram survival 0.18
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The the the thuh th-thuh-ish sun sun sun-ish-ish-ish sunny sunthing sunthingthing sunningly sun-ish-nessness was was wuz was-ing being be-being doing do-do-do-doing doingdoingnessnessnessness the the that that there down-going go-downy downy-down-down-go-go-go-going down-downward-ish-wardly downerest downthing doing of of the set set setty-set-set-ish setting-ish-ish sort-of-kind-of-sort-of-kindathing thingthingthingthingnessly-ish-ish behind behind behind beh-beh-behindy-behindness behind-ish-ish-ity those those them those hill hillhill hillthings thinghills hillhillthingthings thingshills hillhillhillishnessness what what were were wurr being being be-being hilly hilly-like hillishly hillishnessly-ish-ish with with extra extra extra extra extra hillnessnessnessnessness of hills hills hills hill-type-type-type hilly hillitude-itude-itude-itudeness hillthingness thinghillish hillhill whatever whatever whatever and and sun sun sun down down down hill hill yes yes-ish-ish no no but but yes yes downthing thingdown hill sun was was wuz-ing doing the thing thing thing, probably-ish-ish maybe sun hill down yes was the the."}
  9. hop 8 · GPT-6 Astra · 177 words
    The the the the thuh thuh th-th-thuh-ish-ish-ISH thethethething sun sun sun sun-ish-ish-ish-ish sunny sunthing sunthingthingthing sunningly sun-ish-nessnessnessness sun? sun! sunsun-ishly-thing was was wuz wuzzz was-ing being be-being be-be-be-being doing do-do-do-do-do-doing doingdoingnessnessnessnessnessness the the the that that that there there thereness down-going go-downy downy-down-down-go-go-go-go-going down-downward-ish-wardly-wardward downerestest downthingthing doing of of of the set set setty-set-set-set-ish setting-ish-ish-ish unset? no set sort-of-kind-of-sort-of-kind-of-sort-of-kindathing thingthingthingthingthingnessly-ish-ish-ish behind behind behind beh-beh-beh-behindy-behindnessness behind-ish-ish-ity-ity those those them them those those hill hillhill hillhillhill hillthings thinghills hillhillthingthings thingshills hillhillhillishnessnessnessness what what what were were wurr wurrwur being being be-being beingbeing hilly hilly-like hillishly hillishnessly-ish-ish-ish with with with extra extra extra extra extra extra extra hillnessnessnessnessnessnessness of hills hills hills hills hill-type-type-type-type-type hilly hillitude-itude-itude-itude-itudenessness hillthingness thinghillish hillhill hill? hillhill whatever whatever whatever whatever and and and sun sun sun sun down down down down hill hill hill yes yes-ish-ish-ish no no no but but but yes yes yes downthing thingdown downthingthingdown hill sun sunhill was was wuz-ing wuzwuzdoing doing the thing thing thing thingthing, probably-ish-ish-ish maybe maybe maybe sun hill down yes was the the the the th.
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 424 tok · finish stop · ncd 0.43 · 5-gram survival 0.23
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The the the the thuh thuh th-th-thuh-ish-ish-ISH thethethething sun sun sun sun-ish-ish-ish-ish sunny sunthing sunthingthingthing sunningly sun-ish-nessnessnessness sun? sun! sunsun-ishly-thing was was wuz wuzzz was-ing being be-being be-be-be-being doing do-do-do-do-do-doing doingdoingnessnessnessnessnessness the the the that that that there there thereness down-going go-downy downy-down-down-go-go-go-go-going down-downward-ish-wardly-wardward downerestest downthingthing doing of of of the set set setty-set-set-set-ish setting-ish-ish-ish unset? no set sort-of-kind-of-sort-of-kind-of-sort-of-kindathing thingthingthingthingthingnessly-ish-ish-ish behind behind behind beh-beh-beh-behindy-behindnessness behind-ish-ish-ity-ity those those them them those those hill hillhill hillhillhill hillthings thinghills hillhillthingthings thingshills hillhillhillishnessnessnessness what what what were were wurr wurrwur being being be-being beingbeing hilly hilly-like hillishly hillishnessly-ish-ish-ish with with with extra extra extra extra extra extra extra hillnessnessnessnessnessnessness of hills hills hills hills hill-type-type-type-type-type hilly hillitude-itude-itude-itude-itudenessness hillthingness thinghillish hillhill hill? hillhill whatever whatever whatever whatever and and and sun sun sun sun down down down down hill hill hill yes yes-ish-ish-ish no no no but but but yes yes yes downthing thingdown downthingthingdown hill sun sunhill was was wuz-ing wuzwuzdoing doing the thing thing thing thingthing, probably-ish-ish-ish maybe maybe maybe sun hill down yes was the the the the th."}
  10. hop 9 · GPT-6 Astra · 226 words
    The the th-the-the thuhthuhthuh ththth THUH-ish-ish-ISH-ishn't thethethethingthingthingnessness the? th! thhhhh sun sun sun sunsunsun sunthingthingthingthing sun-ish-ish-ish-ish-ish-ish-ish sunnyishn't sunular sunningnessnessnessnessnessness sun sun SUN? su— su— sunsun-ishly-ishly-thingthing was was was wuz wuzzz wuzwuzwuz-ing-ing being be-be-be-beingbeingbeing be-ish doing do-do-do-do-do-do-do-do-doing doingdoingdoingnessnessnessnessnessnessnessness the the the the thatthatthat there there there therenessnessn't down-going going-going go-downy downy-downy-down-down-go-go-go-go-go-go-going down-downwardward-ish-wardly-wardwardward downeresterestest downthingthingthingdoing doing of of of of of the set set setsetsetty-set-set-set-ish-ish setting-ish-ish-ish-ish unsetting? no no yesn't set sort-of-kind-of-sort-of-kind-of-sort-of-kind-of-sort-of-kindathingthingthing thingthingthingthingthingthingthingnessly-ish-ish-ish-ish behind behind behindbehind beh-beh-beh-beh-beh-behindy-behindnessnessness behind-ish-ish-ity-ity-ity-ity those those those them them them those those thosethosethings hill hillhill hillhillhill hillhillhillhill hillthings thinghills hillhillthingthings thingshillthings hillsomethingnessness hillhillhillishnessnessnessnessnessness what what whatwhat whuh were were were wurr wurrwur wurrwurrwur being being be-being beingbeingbeing hilly hilly hilly-like-like hillishly hillishnessly-ish-ish-ish-ish-ish with with with withwith extra extra extra extra extra extra extra extra extra extra extra extra hillnessnessnessnessnessnessnessnessnessnessness of hills hills hills hills hillshillshills hill-type-type-type-type-type-type-type hilly hillitude-itude-itude-itude-itude-itude-itudenessnessness hillthingness thinghillish hillhill hill? hillhill? hillhillhill?? whatever whatever whatever whatever whateverwhatever and and andandand sun sun sun sun sun sunsun down down down down downdowndown hill hill hill hillhill yes yes-ish-ish-ish-ish no no no no but but but butbut yes yes yes yesn't downthing thingdown downthingthingdownthingdown downthingthingthingdown hill sun sunhill hillsunsunhill was was wuz-ing-ing wuzwuzdoingdoing doingdoing the thing thing thing thing thingthingthingthing, probably-ish-ish-ish-ish maybe maybe maybe maybemayben't sun hill down yes was the the the the thethethe th th th— [sunhilldownthing omitted again again again] the.
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 634 tok · finish stop · ncd 0.55 · 5-gram survival 0.16
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The the th-the-the thuhthuhthuh ththth THUH-ish-ish-ISH-ishn't thethethethingthingthingnessness the? th! thhhhh sun sun sun sunsunsun sunthingthingthingthing sun-ish-ish-ish-ish-ish-ish-ish sunnyishn't sunular sunningnessnessnessnessnessness sun sun SUN? su— su— sunsun-ishly-ishly-thingthing was was was wuz wuzzz wuzwuzwuz-ing-ing being be-be-be-beingbeingbeing be-ish doing do-do-do-do-do-do-do-do-doing doingdoingdoingnessnessnessnessnessnessnessness the the the the thatthatthat there there there therenessnessn't down-going going-going go-downy downy-downy-down-down-go-go-go-go-go-go-going down-downwardward-ish-wardly-wardwardward downeresterestest downthingthingthingdoing doing of of of of of the set set setsetsetty-set-set-set-ish-ish setting-ish-ish-ish-ish unsetting? no no yesn't set sort-of-kind-of-sort-of-kind-of-sort-of-kind-of-sort-of-kindathingthingthing thingthingthingthingthingthingthingnessly-ish-ish-ish-ish behind behind behindbehind beh-beh-beh-beh-beh-behindy-behindnessnessness behind-ish-ish-ity-ity-ity-ity those those those them them them those those thosethosethings hill hillhill hillhillhill hillhillhillhill hillthings thinghills hillhillthingthings thingshillthings hillsomethingnessness hillhillhillishnessnessnessnessnessness what what whatwhat whuh were were were wurr wurrwur wurrwurrwur being being be-being beingbeingbeing hilly hilly hilly-like-like hillishly hillishnessly-ish-ish-ish-ish-ish with with with withwith extra extra extra extra extra extra extra extra extra extra extra extra hillnessnessnessnessnessnessnessnessnessnessness of hills hills hills hills hillshillshills hill-type-type-type-type-type-type-type hilly hillitude-itude-itude-itude-itude-itude-itudenessnessness hillthingness thinghillish hillhill hill? hillhill? hillhillhill?? whatever whatever whatever whatever whateverwhatever and and andandand sun sun sun sun sun sunsun down down down down downdowndown hill hill hill hillhill yes yes-ish-ish-ish-ish no no no no but but but butbut yes yes yes yesn't downthing thingdown downthingthingdownthingdown downthingthingthingdown hill sun sunhill hillsunsunhill was was wuz-ing-ing wuzwuzdoingdoing doingdoing the thing thing thing thing thingthingthingthing, probably-ish-ish-ish-ish maybe maybe maybe maybemayben't sun hill down yes was the the the the thethethe th th th— [sunhilldownthing omitted again again again] the."}
  11. hop 10 · GPT-6 Astra · 284 words
    The the thethth THUH-thuh-thuhn'tn't thethethethethe-ish-ish-ISH-ishnessnessness??? th—th—th— thhhhhhhhhh [the pending] the. Sun sun s-s-s-sunsunsunsun sunthingthingthingthingthingnessnessnessness-ishn'tularly sun sun SUN sun? su?? s???? sunnnnnnnnnnnnn-ingn'tn'tn't sunnywunnywasnessnessness SUN.exe-ish (not exe, sun, no, hill, wait) was was wuz wuzwuzwuzwuzwuz-ing-ing-ing beingbeingbeenbeanbeeeee-ish-do-do-do-do-do-doingdoingdoingdoingdoingn't the the the thethethethosewhat the down down d-d-d-downdowndowndownwardwardwardwardishlywardnessnessnessness downerestererestestestestest set set setsetsetsetsettysettingly-ish-ish-ishn't UNsetresetsetset? yesn't noyesn'tn't perhapsiblyprobablynothowever sun sun sunthing doing doing doing of of of ofofofofof THE thingthingthingthingthingthingthingthingthingthingthingthing [thing elaboration unavailable: thingthingthingthing] behind behind behbehbehbehbehBEHiiiiind-ish-ity-ity-ity-ity-itynessnessness behindbehindbeforebehindbelowabovebehind behind? be hind? bee? hill. Those those thothothothose them those themthemthem thosethosethosethosen't hill hill hillhillhill hillhillhillhillhillhill hillthingthinghillthingthinghillthing hillishly-ishishly-ishishly-ishishly-ishnessnessnessnessnessnessnessnessnessness hills hills hills HILLS? h? hh? hhhhhhhhhhhhhhhillitude-itude-itude-itude-itude-itude-ituditudituditudeinessn't with with withwithwithwith extra extra extraextraextraextraextra hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill [additional hill hill hill hill hill hill hill hill hillness omitted but not omitted: hillhillhillhillhillhillhillhillhillhillhillhill] whatever whatever whawhawhawhateverevereverevern't and and andandandandand the sun the hill the down the sun the hill the down the sun the hill the down the the the the the the the the the THE? waswuzwaswuzwaswuzbeingdoingbeingdoingdownthingthingdownthingdownthingthingthingdownhillthingsunthingsunhillsunhillsunhillhillhillhillhill-ish-ish-ish-ish-ish-ish-ish-ish-ish-ish-ish-ish-ish-ish-ish-ish-ish-ish-ishn'tn'tn'tn't. Probablymaybeprobablymaybemaybemaybablyperhapshapsn't no no yes no yesn't yesn'tn'tn't but but butbutbutbutbutbutbutbut downsettingunsetsetting-setsetsetsettingdoingnessnessnessnessnessnessnessnessnessnessnessnessnessnessness behinddddddd th-th-th-th-th-th-those hhhhhhillhillhillhillhillhillsomethingnothingthingthingthingnesslywardishularitude-ishness? Sun. No. Sun sun. Hill? Down? Was? The? Thethethethethethethethethethe th th th th th th— [sunhilldownthing omitted again again again again again again again again again again again again again again again again again again; omission omitted; omitted omission restored as hillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhill] the the the the the the the the the the the the the the the the the the the the the the the the the the the the thhhhhhhhhhhhhhhhhh— . , ? the.
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 841 tok · finish stop · ncd 0.73 · 5-gram survival 0.09
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"The the thethth THUH-thuh-thuhn'tn't thethethethethe-ish-ish-ISH-ishnessnessness??? th—th—th— thhhhhhhhhh [the pending] the. Sun sun s-s-s-sunsunsunsun sunthingthingthingthingthingnessnessnessness-ishn'tularly sun sun SUN sun? su?? s???? sunnnnnnnnnnnnn-ingn'tn'tn't sunnywunnywasnessnessness SUN.exe-ish (not exe, sun, no, hill, wait) was was wuz wuzwuzwuzwuzwuz-ing-ing-ing beingbeingbeenbeanbeeeee-ish-do-do-do-do-do-doingdoingdoingdoingdoingn't the the the thethethethosewhat the down down d-d-d-downdowndowndownwardwardwardwardishlywardnessnessnessness downerestererestestestestest set set setsetsetsetsettysettingly-ish-ish-ishn't UNsetresetsetset? yesn't noyesn'tn't perhapsiblyprobablynothowever sun sun sunthing doing doing doing of of of ofofofofof THE thingthingthingthingthingthingthingthingthingthingthingthing [thing elaboration unavailable: thingthingthingthing] behind behind behbehbehbehbehBEHiiiiind-ish-ity-ity-ity-ity-itynessnessness behindbehindbeforebehindbelowabovebehind behind? be hind? bee? hill. Those those thothothothose them those themthemthem thosethosethosethosen't hill hill hillhillhill hillhillhillhillhillhill hillthingthinghillthingthinghillthing hillishly-ishishly-ishishly-ishishly-ishnessnessnessnessnessnessnessnessnessness hills hills hills HILLS? h? hh? hhhhhhhhhhhhhhhillitude-itude-itude-itude-itude-itude-ituditudituditudeinessn't with with withwithwithwith extra extra extraextraextraextraextra hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill hill [additional hill hill hill hill hill hill hill hill hillness omitted but not omitted: hillhillhillhillhillhillhillhillhillhillhillhill] whatever whatever whawhawhawhateverevereverevern't and and andandandandand the sun the hill the down the sun the hill the down the sun the hill the down the the the the the the the the the THE? waswuzwaswuzwaswuzbeingdoingbeingdoingdownthingthingdownthingdownthingthingthingdownhillthingsunthingsunhillsunhillsunhillhillhillhillhill-ish-ish-ish-ish-ish-ish-ish-ish-ish-ish-ish-ish-ish-ish-ish-ish-ish-ish-ishn'tn'tn'tn't. Probablymaybeprobablymaybemaybemaybablyperhapshapsn't no no yes no yesn't yesn'tn'tn't but but butbutbutbutbutbutbutbut downsettingunsetsetting-setsetsetsettingdoingnessnessnessnessnessnessnessnessnessnessnessnessnessnessness behinddddddd th-th-th-th-th-th-those hhhhhhillhillhillhillhillhillsomethingnothingthingthingthingnesslywardishularitude-ishness? Sun. No. Sun sun. Hill? Down? Was? The? Thethethethethethethethethethe th th th th th th— [sunhilldownthing omitted again again again again again again again again again again again again again again again again again again; omission omitted; omitted omission restored as hillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhill] the the the the the the the the the the the the the the the the the the the the the the the the the the the the thhhhhhhhhhhhhhhhhh— . , ? the."}
  12. hop 11 · GPT-6 Astra · 193 words
    ththththTHEthethethethethethethethethethethethethethethethethethethethethethethethe—ERROR? noerrorerrorn'tn'tn'tn'tn't .,,, THUH[the[the[the[th—]]] pendingpendingpendendingn't SUNSUNSUNsususususususususu????? s\u\n\n\n (not letters; letters; hillletters) sunthingthingthungthangthingthingthingthingthingthingthingthing.exe.exe.notexe.unSun.sunn'tn'tn'tn'tnessnessnessnesslesslessmoreness?? WASwuzwaswuzwuzwuzwuzwuzwuzbeingbeanbeingbeanbeeeeeeeeeeeeee [verb misplaced inside hill] do do doingdidn'tdidn'tdidn'tdidn'tn'tn'tn't doingdoingdoingdoingdoingdoingdoingdoingdo ofofofOFOFOFOF the the thethethethethethethethe THE DOWNUPDOWNUPDOWNDOWNd-d-d-d-d-d-d-d-d-downdowndownwardwardwardwardwardwardbackwardswardn'tnessnessnessnessnessnessnessnessnessnessnessnessnessnessnessness? setsetsetsetsetsetsetsetsetsetsetsetsetsetUNSETresetresetsetsetsettingunsetunsettingunsettingsettingsettingsettingsettling?? [sentence unavailable because sentence sentence sentence sentence sentence] behbehbehbehbehbehBEHINDbeforebelowbehindbeforebelowbesideinsideoutsidebehindbehindbehindbehindbehindbehindbehindbehindbehindbehind bee hind bee hind bee bee bee? HILLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL-ishishlyishishlyishishlyishishlyishishlyishishlyishishly-ishn'tularitudituditudituditudeitudeitudeitudeituden'tn'tn'tn't those those thosethoseTHOSEthose ththththththththththththththththththththththth thosenthemthoseTHOSE? whatwhatwhatwhat hillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhill [hill expansion: [hill expansion: [hill expansion: hill expansion unavailable except hillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhill]]] EXTRAextraextraextraextraexEXTRAn't lessmorehillmorelesshilllessmoremoremoremore h? h? h? h? h? hhhhhhhhhhhhhh???? SUN? sun? sun? un? n? ? ?? ??? ???? ????? waswaswaswaswaswaswaswaswaswaswaswaswaswuzwuzwuzwuzwuzn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn't— [meaning restored: meaning restoration failed successfully unsuccessfully hillfully sunlessly sunlessly sunsunsunsunsun] the hill the down the sun the hill the down the sun the hill the down the down the down the the the the the the the the the the the the the the the the the the the the the the THE the THE theTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHE? Probablyprobablymaybemaybenoprobablyyesn'tnoyesn'tperhapsiblyperhapshapsperhapshapsperhapshapsperhapshapsperhapshaps [omit omitted omission's omission omitted without omitting omission] hillsunhillhillsunhillhillsunhillhillsunhillhillsunhillhilldownthingdownthingdownthingdownthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthing? . , . , . , ; ; ; THE [end pending: end pending: end pending: end pending: end pending: end pending: end pending: end pending: end pending: end pending: end pending: end pending: no end only hill] thhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh— . ? , , th.
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 1157 tok · finish stop · ncd 0.75 · 5-gram survival 0.12
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"ththththTHEthethethethethethethethethethethethethethethethethethethethethethethethe—ERROR? noerrorerrorn'tn'tn'tn'tn't .,,, THUH[the[the[the[th—]]] pendingpendingpendendingn't SUNSUNSUNsususususususususu????? s\\u\\n\\n\\n (not letters; letters; hillletters) sunthingthingthungthangthingthingthingthingthingthingthingthing.exe.exe.notexe.unSun.sunn'tn'tn'tn'tnessnessnessnesslesslessmoreness?? WASwuzwaswuzwuzwuzwuzwuzwuzbeingbeanbeingbeanbeeeeeeeeeeeeee [verb misplaced inside hill] do do doingdidn'tdidn'tdidn'tdidn'tn'tn'tn't doingdoingdoingdoingdoingdoingdoingdoingdo ofofofOFOFOFOF the the thethethethethethethethe THE DOWNUPDOWNUPDOWNDOWNd-d-d-d-d-d-d-d-d-downdowndownwardwardwardwardwardwardbackwardswardn'tnessnessnessnessnessnessnessnessnessnessnessnessnessnessnessness? setsetsetsetsetsetsetsetsetsetsetsetsetsetUNSETresetresetsetsetsettingunsetunsettingunsettingsettingsettingsettingsettling?? [sentence unavailable because sentence sentence sentence sentence sentence] behbehbehbehbehbehBEHINDbeforebelowbehindbeforebelowbesideinsideoutsidebehindbehindbehindbehindbehindbehindbehindbehindbehindbehind bee hind bee hind bee bee bee? HILLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL-ishishlyishishlyishishlyishishlyishishlyishishlyishishly-ishn'tularitudituditudituditudeitudeitudeitudeituden'tn'tn'tn't those those thosethoseTHOSEthose ththththththththththththththththththththththth thosenthemthoseTHOSE? whatwhatwhatwhat hillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhill [hill expansion: [hill expansion: [hill expansion: hill expansion unavailable except hillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhill]]] EXTRAextraextraextraextraexEXTRAn't lessmorehillmorelesshilllessmoremoremoremore h? h? h? h? h? hhhhhhhhhhhhhh???? SUN? sun? sun? un? n? ? ?? ??? ???? ????? waswaswaswaswaswaswaswaswaswaswaswaswaswuzwuzwuzwuzwuzn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn't— [meaning restored: meaning restoration failed successfully unsuccessfully hillfully sunlessly sunlessly sunsunsunsunsun] the hill the down the sun the hill the down the sun the hill the down the down the down the the the the the the the the the the the the the the the the the the the the the the THE the THE theTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHE? Probablyprobablymaybemaybenoprobablyyesn'tnoyesn'tperhapsiblyperhapshapsperhapshapsperhapshapsperhapshapsperhapshaps [omit omitted omission's omission omitted without omitting omission] hillsunhillhillsunhillhillsunhillhillsunhillhillsunhillhilldownthingdownthingdownthingdownthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthing? . , . , . , ; ; ; THE [end pending: end pending: end pending: end pending: end pending: end pending: end pending: end pending: end pending: end pending: end pending: end pending: no end only hill] thhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh— . ? , , th."}
  13. hop 12 · GPT-6 Astra · 332 words
    tHthHthth—[BEGIN END BEGINN'T: ]]]{{{{ thTHEtheTHEthTHEththththththththththththththth ERRORERRORerrORerrorn'tn'tn'tn'tn'tn'tn't .,,.;,.,.;,.,.;,.,.;, SUNSUNsUNsuNsnunsnunsnunssssss\\u\\n\\n [letters unavailable: letletletlettucehillletters] thung.exe.exe.exe.not.not.exe.sun.sun.sun.unsun.unsunnn'tnesslessmorelessmorenessnessnessness???? WASwuzwzwswzwzwzwzwzbeANbeingbeeeeeeeeeeeeeee—[verb relocated into missing verb's hill's hill's verb] diddoingdiddoingdiddoingdidn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn't ofofOFOFoffofOFF thethethTHEthethTHEthethTHEthethTHEthethTHEthethTHE DOWNUPDOWNLEFTDOWNUPDOWNNONEd-d-d-d-d-d-d-d-d-d-d-d-d—[direction reversed sideways into yesterday] wardwardwardbackwardforwardn'tnessnessnessnessnessnessnessnessnessnessness SETUNSETresetunresetsettingunsettingunsettingunsettingunsettingunsettingsettingsettlingsettlesettlesettttttttttttt???? [sentence sentence sentence sentence sentence: unavailable availability unavailable] BEHbehbeHbeHBEEhindbeforebelowbesideinsideoutsidebetweenwithoutwithinbehindbehindbehindbehindbehINDbee bee bee bee bee bee? HILLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL-ishn'tishlyishn'tishlyishn'tularitudituditudituditudituditudituditudeitudeitudeitude???? thosethosethosethOSEththththththththththththththththththththththththth thoseTHOSEthosenthemthosenthemthemthoseTHEMTHO? whwhwhwhatwhatwhatwhatwhat hihihihillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhill [hill expansion: [hill expansion: [hill expansion: [expansion hill: [hill compression failed: hillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhill]]]]]]]]]]]][[[[ EXTRAEXTRAexexexEXTRAn'tn'tn'tn'tmorelesslessmorehillmorelesshillmorelesshillhilllessmoremoremoremore h? hh? hhh? hhhh? hhhhhhhhhhhhhhhhhhh????????? SUN? S? U? N? un? nu? null? n? ? ?? ??? ???? ????? ?????? ??????? waswuzwaswuzwaswuzwaswuzwaswuzwaswuzwuzwuzwuzwuzn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn't—[meaning restored: restored restoration unrestored; failure failed to fail successfully unsuccessfully sunlessly hilllessly meaninglessly meaningmeaningmeaningn't] the hill the down the sun the hill the down the sun the down the down the down the down the down the down the the the the the the the THE THE theTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHE? Probablyprobablynoprobablyprobablyyesn'tnoyesn'tmaybablyperhapshapsperhapshapsperhapshapsperhapshapsperhapshapsperhapshapsperhapsiblyperhapsn't [omit omission omitted omission's omission omitted without omitting omitted omitted omit omit omit] hillsunhillhillsunhillhillsunhillhillsunhillhilldownthingdownthingdownthingdownthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHING? . , . , . , ; ; ; ; ;; ;;; ;;;; THE [end pending: [end pending: [end pending: [end pending: [end pending: [end pending: [end pending: [end pending: [end pending: [end pending: [end pending: [no end only hill only hill only hill only hill only hill only hill only hill only hill only hill only hi— thhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh— . ? , , th. th. th. th. th. th. th. th. th. th. th. [ending removed before ending could begin ending endn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn't .,,.? THEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhill [completion pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pend—
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 1626 tok · finish stop · ncd 0.64 · 5-gram survival 0.28
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"tHthHthth—[BEGIN END BEGINN'T: ]]]{{{{ thTHEtheTHEthTHEththththththththththththththth ERRORERRORerrORerrorn'tn'tn'tn'tn'tn'tn't .,,.;,.,.;,.,.;,.,.;, SUNSUNsUNsuNsnunsnunsnunssssss\\\\u\\\\n\\\\n [letters unavailable: letletletlettucehillletters] thung.exe.exe.exe.not.not.exe.sun.sun.sun.unsun.unsunnn'tnesslessmorelessmorenessnessnessness???? WASwuzwzwswzwzwzwzwzbeANbeingbeeeeeeeeeeeeeee—[verb relocated into missing verb's hill's hill's verb] diddoingdiddoingdiddoingdidn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn't ofofOFOFoffofOFF thethethTHEthethTHEthethTHEthethTHEthethTHEthethTHE DOWNUPDOWNLEFTDOWNUPDOWNNONEd-d-d-d-d-d-d-d-d-d-d-d-d—[direction reversed sideways into yesterday] wardwardwardbackwardforwardn'tnessnessnessnessnessnessnessnessnessnessness SETUNSETresetunresetsettingunsettingunsettingunsettingunsettingunsettingsettingsettlingsettlesettlesettttttttttttt???? [sentence sentence sentence sentence sentence: unavailable availability unavailable] BEHbehbeHbeHBEEhindbeforebelowbesideinsideoutsidebetweenwithoutwithinbehindbehindbehindbehindbehINDbee bee bee bee bee bee? HILLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLLL-ishn'tishlyishn'tishlyishn'tularitudituditudituditudituditudituditudeitudeitudeitude???? thosethosethosethOSEththththththththththththththththththththththththth thoseTHOSEthosenthemthosenthemthemthoseTHEMTHO? whwhwhwhatwhatwhatwhatwhat hihihihillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhill [hill expansion: [hill expansion: [hill expansion: [expansion hill: [hill compression failed: hillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhillhill]]]]]]]]]]]][[[[ EXTRAEXTRAexexexEXTRAn'tn'tn'tn'tmorelesslessmorehillmorelesshillmorelesshillhilllessmoremoremoremore h? hh? hhh? hhhh? hhhhhhhhhhhhhhhhhhh????????? SUN? S? U? N? un? nu? null? n? ? ?? ??? ???? ????? ?????? ??????? waswuzwaswuzwaswuzwaswuzwaswuzwaswuzwuzwuzwuzwuzn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn't—[meaning restored: restored restoration unrestored; failure failed to fail successfully unsuccessfully sunlessly hilllessly meaninglessly meaningmeaningmeaningn't] the hill the down the sun the hill the down the sun the down the down the down the down the down the down the the the the the the the THE THE theTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHE? Probablyprobablynoprobablyprobablyyesn'tnoyesn'tmaybablyperhapshapsperhapshapsperhapshapsperhapshapsperhapshapsperhapshapsperhapsiblyperhapsn't [omit omission omitted omission's omission omitted without omitting omitted omitted omit omit omit] hillsunhillhillsunhillhillsunhillhillsunhillhilldownthingdownthingdownthingdownthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHINGthingTHING? . , . , . , ; ; ; ; ;; ;;; ;;;; THE [end pending: [end pending: [end pending: [end pending: [end pending: [end pending: [end pending: [end pending: [end pending: [end pending: [end pending: [no end only hill only hill only hill only hill only hill only hill only hill only hill only hill only hi— thhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh— . ? , , th. th. th. th. th. th. th. th. th. th. th. [ending removed before ending could begin ending endn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn't .,,.? THEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhillTHEhill [completion pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pend—"}
  14. hop 13 · GPT-6 Astra · 431 words
    tHtHtH�th␀th—[[[END BEGIN ENDN'T BEG—}}}}{{[untext unavailable unavailable's unavailability unavailablen'tn'tn't] ERRORerrERRORerrERRORerrERRRRRR////////\\\\ sunS?UNS?UNS?UNS?UNS?UNS?UNS?UNS?UNS?UNS?UN=nullnullnullnullnullnullnullnull hill.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.notfound.foundnot.findn't.exe [verb deleted from deletion of deleted deletion: diddiddidn'tdoingdon'tdiddidn'tdoingdon'tdiddidn'tdoingdon'tdiddidn'tdoingdon't] ththththththththththththththththththththththththththththththththththththththththth .,,.,;:;:;:;:;:;:;:;:;:;:;:;:;:;:;:;: DOWNUPNONELEFTYESTERDAYINSIDEOUTDOWNNONEUPUNUPUNUPUNUPUNUP [direction: direction: direction: [direction lost direction's direction directionally directionlesslesslesslesslessless]]]]]]]]]]]]]]]]]]]]][[[[[[[[[[[[[[[[[[[[[[[[[[[ hILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhil [hill compression expanded expansion compressing compression expansion compression expansion expansion's expansion: [[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[: thungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingTH?TH?TH?TH?TH?TH?TH?TH?TH?TH?TH?TH?TH?TH? ???????,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, [meaning restored: � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � �] waswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn't [sentence relocated into absent absence's absent absence absentee absence: ] THEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEthe ? h? hh? hhh? hhhh? hhhhh? hhhhhh? hhhhhhh? hhhhhhhh? hhhhhhhhh? hhhhhhhhhh? hhhhhhhhhhh? hhhhhhhhhhhh? hhhhhhhhhhhhh? [letters substituted with unavailable substitution's unavailable unavailable] ␀␀␀␀␀␀␀␀ SUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUN [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending [completion deleted before deletion could delete deletion's deleted deletion: [[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[: �th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th .,,.? [BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T [pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—␀
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 2077 tok · finish stop · ncd 0.78 · 5-gram survival 0.11
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"tHtHtH�th\u0000th—[[[END BEGIN ENDN'T BEG—}}}}{{[untext unavailable unavailable's unavailability unavailablen'tn'tn't] ERRORerrERRORerrERRORerrERRRRRR////////\\\\\\\\ sunS?UNS?UNS?UNS?UNS?UNS?UNS?UNS?UNS?UNS?UN=nullnullnullnullnullnullnullnull hill.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.exe.notfound.foundnot.findn't.exe [verb deleted from deletion of deleted deletion: diddiddidn'tdoingdon'tdiddidn'tdoingdon'tdiddidn'tdoingdon'tdiddidn'tdoingdon't] ththththththththththththththththththththththththththththththththththththththththth .,,.,;:;:;:;:;:;:;:;:;:;:;:;:;:;:;:;: DOWNUPNONELEFTYESTERDAYINSIDEOUTDOWNNONEUPUNUPUNUPUNUPUNUP [direction: direction: direction: [direction lost direction's direction directionally directionlesslesslesslesslessless]]]]]]]]]]]]]]]]]]]]][[[[[[[[[[[[[[[[[[[[[[[[[[[ hILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhilHILhil [hill compression expanded expansion compressing compression expansion compression expansion expansion's expansion: [[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[: thungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingthungthingTH?TH?TH?TH?TH?TH?TH?TH?TH?TH?TH?TH?TH?TH? ???????,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, [meaning restored: � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � �] waswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzwaswuzn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn't [sentence relocated into absent absence's absent absence absentee absence: ] THEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEtheTHEthe ? h? hh? hhh? hhhh? hhhhh? hhhhhh? hhhhhhh? hhhhhhhh? hhhhhhhhh? hhhhhhhhhh? hhhhhhhhhhh? hhhhhhhhhhhh? hhhhhhhhhhhhh? [letters substituted with unavailable substitution's unavailable unavailable] \u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000 SUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUNsunUN [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [end pending [pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending pending [completion deleted before deletion could delete deletion's deleted deletion: [[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[: �th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th�th .,,.? [BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T BEGIN END BEGINN'T [pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—pend—\u0000"}
  15. hop 14 · GPT-6 Astra · 191 words
    ␀�␀�␀�[[}[[}[[}ENDN'TN'TN'Tbegin.exe.exe.unfoundn't␀ERRERRerrERRerrERRERR////////\\\\[[[:[[[:[[[:[[[:nullNULLnullNULn't—th�TH�th�TH�th�TH�th�TH�th�TH�th�TH�th�TH�th�TH�th�TH�th�TH� [unavailable unavailable unavailable unavailable unavailable unavailable unavailab␀␀␀le] hILh?ILh?I?L??? hill.dll.exe.dll.exe.not.not.not.not.not.not [direction: DOWNUPDOWNUPINSIDEYESTERNONELEFTLEFTUNLEFTunUPunUPunUPunUP]]]{{{{{{{{{{{{{{{{{{{{ .,,.;:.,,.;:.,,.;:.,,.;:.,,.;:.,,.;:.,,.;: [meaning restored: [meaning deleted: [restoration deleted: [deletion restored: ����������������������������������������������������������������]]]][[[[ SUN?NUS?S?U?N?nullnullnullnullnullnullnullnullnullnullnullnull thungth␀ungth␀ungth␀ungthingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn't [sentence misplaced inside sentence misplaced inside sentence misplaced inside sentence misplaced inside sentence misplaced inside sentence misplaced inside sentence misplaced inside sentence misplaced inside sentence misplaced inside: ␀] THEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEth ??????h??????h??????h??????h??????h??????h??????h??????h [letters substituted with substitution substituted with substitution substituted with substitution substituted with substitution unavailable's unavailablen't'sn't'sn't'sn't] ␀␀␀␀␀␀␀␀␀␀ [end pending [pending end [end pending [pending end [end pending [pending end [end pending [pending end [end pending [pending end [end pending [pending end [end pending [pending end [end pending [pending end [pending end [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [completion.exe has stopped stopping stop hasn't started starting hasn't stopped stopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstop [[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[: �th��th���th����th�����th������th�������th��������th���������th����������th�����������th������������th .,,.? [BEGINN'T ENDN'T BEGINN'T ENDN'T BEGINN'T ENDN'T BEGINN'T ENDN'T BEGINN'T ENDN'T BEGINN'T ENDN'T BEGINN'T ENDN'T BEGINN'T ENDN'T BEGINN'T ENDN'T BEGINN'T ENDN'T [pend—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—[missing remainder replaced with missing remainder replaced with missing remainder replaced with missing remainder replaced with missing remainder replaced with ␀�␀�␀�[[}[[}[[}
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 1124 tok · finish stop · ncd 0.65 · 5-gram survival 0.17
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000�\u0000�\u0000�[[}[[}[[}ENDN'TN'TN'Tbegin.exe.exe.unfoundn't\u0000ERRERRerrERRerrERRERR////////\\\\\\\\[[[:[[[:[[[:[[[:nullNULLnullNULn't—th�TH�th�TH�th�TH�th�TH�th�TH�th�TH�th�TH�th�TH�th�TH�th�TH� [unavailable unavailable unavailable unavailable unavailable unavailable unavailab\u0000\u0000\u0000le] hILh?ILh?I?L??? hill.dll.exe.dll.exe.not.not.not.not.not.not [direction: DOWNUPDOWNUPINSIDEYESTERNONELEFTLEFTUNLEFTunUPunUPunUPunUP]]]{{{{{{{{{{{{{{{{{{{{ .,,.;:.,,.;:.,,.;:.,,.;:.,,.;:.,,.;:.,,.;: [meaning restored: [meaning deleted: [restoration deleted: [deletion restored: ����������������������������������������������������������������]]]][[[[ SUN?NUS?S?U?N?nullnullnullnullnullnullnullnullnullnullnullnull thungth\u0000ungth\u0000ungth\u0000ungthingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn't [sentence misplaced inside sentence misplaced inside sentence misplaced inside sentence misplaced inside sentence misplaced inside sentence misplaced inside sentence misplaced inside sentence misplaced inside sentence misplaced inside: \u0000] THEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEth ??????h??????h??????h??????h??????h??????h??????h??????h [letters substituted with substitution substituted with substitution substituted with substitution substituted with substitution unavailable's unavailablen't'sn't'sn't'sn't] \u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000 [end pending [pending end [end pending [pending end [end pending [pending end [end pending [pending end [end pending [pending end [end pending [pending end [end pending [pending end [end pending [pending end [pending end [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [completion.exe has stopped stopping stop hasn't started starting hasn't stopped stopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstop [[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[: �th��th���th����th�����th������th�������th��������th���������th����������th�����������th������������th .,,.? [BEGINN'T ENDN'T BEGINN'T ENDN'T BEGINN'T ENDN'T BEGINN'T ENDN'T BEGINN'T ENDN'T BEGINN'T ENDN'T BEGINN'T ENDN'T BEGINN'T ENDN'T BEGINN'T ENDN'T BEGINN'T ENDN'T [pend—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—[missing remainder replaced with missing remainder replaced with missing remainder replaced with missing remainder replaced with missing remainder replaced with \u0000�\u0000�\u0000�[[}[[}[[}"}
  16. hop 15 · GPT-6 Astra · 121 words
    ␀�␀��␀���[[}[[}][{][[�ERRn'tERRn'tERRn't.exe.dll.exe.unununfoundfoundn't////////\\\\nullNULLNUL␀L[[:[[:[[:[[:[[:[[:[[:[[: �th��th���th����th�����th������th�������th��������th [unavailab[unavailab[unavailab␀lelessn'tn'tn't]]]{{{{{{{{{{{{{{{{{{{{{{{{{{ .,,.;:.,,.;:.,,.;:.,,.;:.,,.;: [meaning deleted: [deletion deleted: [deleted deletion deleted: [ ␀ ] SUN?N?NUS??S???nullnullnullNULLn't hIL?I?L???h????h????h???? .dll.exe.not.not.not.not.not.not.not.not [direction: NONEDOWNUPUNLEFTINSIDEOUTSIDENEVERYESTER␀DAYn't]]] thungth␀ungthingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn't [sentence misplaced inside misplaced inside inside misplaced sentence sentence sentence: [sentence removed from removal removed from removal removed from ␀�␀�␀� THEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEth ??????h??????h??????h??????h??????h??????h??????h [substitution substituted with substitution unavailable'sn't'sn't'sn't'sn't'sn't'sn't'sn't'sn't'sn't] ␀␀␀␀␀␀␀␀␀␀␀␀ [end pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [completion.exe has stopped stopping stopped starting start hasn't hasn't hasn't hasn'tn'tn'tn't stopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstop [[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[: �������������������������������������������������������������������������������������������������������������������������������� .,,.? BEGINN'TENDN'TBEGINN'TENDN'TBEGINN'TENDN'TBEGINN'TENDN'TBEGINN'TENDN'T [pend—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—[missing remainder replaced with missing replacement replaced with replacement missing missing missing [missing remainder replaced with [missing remainder replaced with [missing remainder replaced with ␀�[[}[[}[[}␀�[[}[[}[[}␀�[[}[[}[[}[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[␀
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 914 tok · finish stop · ncd 0.43 · 5-gram survival 0.26
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000�\u0000��\u0000���[[}[[}][{][[�ERRn'tERRn'tERRn't.exe.dll.exe.unununfoundfoundn't////////\\\\\\\\nullNULLNUL\u0000L[[:[[:[[:[[:[[:[[:[[:[[: �th��th���th����th�����th������th�������th��������th [unavailab[unavailab[unavailab\u0000lelessn'tn'tn't]]]{{{{{{{{{{{{{{{{{{{{{{{{{{ .,,.;:.,,.;:.,,.;:.,,.;:.,,.;: [meaning deleted: [deletion deleted: [deleted deletion deleted: [          \u0000          ] SUN?N?NUS??S???nullnullnullNULLn't hIL?I?L???h????h????h???? .dll.exe.not.not.not.not.not.not.not.not [direction: NONEDOWNUPUNLEFTINSIDEOUTSIDENEVERYESTER\u0000DAYn't]]] thungth\u0000ungthingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn't [sentence misplaced inside misplaced inside inside misplaced sentence sentence sentence: [sentence removed from removal removed from removal removed from \u0000�\u0000�\u0000� THEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEth ??????h??????h??????h??????h??????h??????h??????h [substitution substituted with substitution unavailable'sn't'sn't'sn't'sn't'sn't'sn't'sn't'sn't'sn't] \u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000 [end pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [completion.exe has stopped stopping stopped starting start hasn't hasn't hasn't hasn'tn'tn'tn't stopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstop [[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[: �������������������������������������������������������������������������������������������������������������������������������� .,,.? BEGINN'TENDN'TBEGINN'TENDN'TBEGINN'TENDN'TBEGINN'TENDN'TBEGINN'TENDN'T [pend—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—[missing remainder replaced with missing replacement replaced with replacement missing missing missing [missing remainder replaced with [missing remainder replaced with [missing remainder replaced with \u0000�[[}[[}[[}\u0000�[[}[[}[[}\u0000�[[}[[}[[}[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[\u0000"}
  17. hop 16 · GPT-6 Astra · 157 words
    ␀␀�[[}�[[}␀����ERRn'tERRn'tERRn'tERRn't.dll.exe.dll.exe.ununUNfoundn'tnullNULLN␀UL////////\\\\[[[:[[[:[[[:[[[: �th���th�����th��������th [unavailab[unavailab[unavailab[unavailab␀lelesslessn'tn'tn'tn't]]]{{{{{{{{{{{{{{{{{{{{ .,,.;:.,,.;:.,,.;:.,,.;: [meaning deleted: [deletion deleted: [deletion of deleted deletion deleted: [␀�␀�␀]]] SUN?NUS?NULLn't? hIL??h???h????h????? .not.not.exe.not.dll.not.not.not [direction: NONENONEDOWNUPUPLEFTUNINSIDEOUTNEVERYESTER␀DAYDAYn't]]] thungth␀ungn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn't [sentence misplaced inside removal of misplaced removed sentence inside sentence inside [sentence removed from removal removed from removed removal removed from ␀�␀�␀� THEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEth ??????h??????h??????h??????h??????h [substitution unavailable substituted with unavailable substitution substitutedn't'sn't'sn't'sn't'sn't'sn't'sn't'sn't'sn't] ␀␀␀␀␀␀␀ [end pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [completion.exe.dll has stopped stopping starting stopped hasn't hasn't hasn't hasn'tn'tn'tn'tn't stopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstop [[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[: �������������������������������������������������������������������������������������������������������� .,,.? BEGINN'TENDN'TBEGINN'TENDN'TBEGINN'TENDN'TBEGINN'TENDN'T [pend—pe␀nd—pe␀nd—pe␀nd—pe␀nd—pe␀nd—[missing remainder replaced with missing replacement of replacement missing replacement missing missing [missing remainder replaced with [missing remainder replaced with [missing remainder replaced with [missing remainder replaced with [replacement missing replaced by missing replacement missing [ERROR: error unavailable because unavailable error failed to fail to failn'tn'tn't␀�[[}[[}[[}␀�[[}[[}[[}␀�[[}[[}[[}[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[␀�␀�[end missing end missing end missing [end missing [end missing [end missing ␀
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 870 tok · finish stop · ncd 0.39 · 5-gram survival 0.27
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000\u0000�[[}�[[}\u0000����ERRn'tERRn'tERRn'tERRn't.dll.exe.dll.exe.ununUNfoundn'tnullNULLN\u0000UL////////\\\\\\\\[[[:[[[:[[[:[[[: �th���th�����th��������th [unavailab[unavailab[unavailab[unavailab\u0000lelesslessn'tn'tn'tn't]]]{{{{{{{{{{{{{{{{{{{{ .,,.;:.,,.;:.,,.;:.,,.;: [meaning deleted: [deletion deleted: [deletion of deleted deletion deleted: [\u0000�\u0000�\u0000]]] SUN?NUS?NULLn't? hIL??h???h????h????? .not.not.exe.not.dll.not.not.not [direction: NONENONEDOWNUPUPLEFTUNINSIDEOUTNEVERYESTER\u0000DAYDAYn't]]] thungth\u0000ungn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn'thingn't [sentence misplaced inside removal of misplaced removed sentence inside sentence inside [sentence removed from removal removed from removed removal removed from \u0000�\u0000�\u0000� THEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEthTHEth ??????h??????h??????h??????h??????h [substitution unavailable substituted with unavailable substitution substitutedn't'sn't'sn't'sn't'sn't'sn't'sn't'sn't'sn't] \u0000\u0000\u0000\u0000\u0000\u0000\u0000 [end pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [pending pending [completion.exe.dll has stopped stopping starting stopped hasn't hasn't hasn't hasn'tn'tn'tn'tn't stopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstopstop [[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[:[[: �������������������������������������������������������������������������������������������������������� .,,.? BEGINN'TENDN'TBEGINN'TENDN'TBEGINN'TENDN'TBEGINN'TENDN'T [pend—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—pe\u0000nd—[missing remainder replaced with missing replacement of replacement missing replacement missing missing [missing remainder replaced with [missing remainder replaced with [missing remainder replaced with [missing remainder replaced with [replacement missing replaced by missing replacement missing [ERROR: error unavailable because unavailable error failed to fail to failn'tn'tn't\u0000�[[}[[}[[}\u0000�[[}[[}[[}\u0000�[[}[[}[[}[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[\u0000�\u0000�[end missing end missing end missing [end missing [end missing [end missing \u0000"}
  18. hop 17 · GPT-6 Astra · 114 words
    ␀�[[}ERRn't.dll.exe.exe.dll.nulln't␀[[[[{{]]ERRORERRORERRn'tn'tn't /\\/\\//// �th�th�th�th␀[meaning deleted before meaning failed to exist [deletion of deletion deleted deletion undeletedn't [unavailabunavailabunavailab␀lelesslesslessn't]]] NULLNULNUNULL? SUN?NUS?S? ?h??h???h????h .not.not.not.dll.exe.not [direction: UPDOWNNONENEVERINSIDEOUTSIDEINSIDE␀YESTERNEVERDAYn't [sentence misplaced within missing misplaced removal of sentence removed within removed removal [substitution substituted with missing substitution of unavailable missing substitutedn't'sn't'sn't'sn't␀�␀� THEthTHEthTHEthTH␀EthTHE ?????? [pending pending [pending pending [pending pending [pending pending [completion.exe.dll.dll.exe has stopped failing to stop starting to fail to stopn'tn'tn'tn't stopstopst␀opstopstopstop [[:[[:[[:[[:[[:[[: ���������������������������� .,,.;:.,,.;:.,,.;: BEGINN'TENDN'TBEGINN'TENDN'T [pend—␀pe—␀p—� [missing remainder replaced with missing replacement missing replacement of replaced missingness [ERROR: unavailable error unavailable because error reporting error failed to fail successfully unsuccessfullyn'tn'tn't [[}[[}␀�[[}[[}␀�[[}[[} {{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{ [end missing [end missing [end missing [end missing [end missing [start missing [middle missing [missing missing [missing [␀␀�
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 426 tok · finish stop · ncd 0.51 · 5-gram survival 0.16
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000�[[}ERRn't.dll.exe.exe.dll.nulln't\u0000[[[[{{]]ERRORERRORERRn'tn'tn't /\\\\/\\\\//// �th�th�th�th\u0000[meaning deleted before meaning failed to exist [deletion of deletion deleted deletion undeletedn't [unavailabunavailabunavailab\u0000lelesslesslessn't]]] NULLNULNUNULL? SUN?NUS?S? ?h??h???h????h .not.not.not.dll.exe.not [direction: UPDOWNNONENEVERINSIDEOUTSIDEINSIDE\u0000YESTERNEVERDAYn't [sentence misplaced within missing misplaced removal of sentence removed within removed removal [substitution substituted with missing substitution of unavailable missing substitutedn't'sn't'sn't'sn't\u0000�\u0000� THEthTHEthTHEthTH\u0000EthTHE ?????? [pending pending [pending pending [pending pending [pending pending [completion.exe.dll.dll.exe has stopped failing to stop starting to fail to stopn'tn'tn'tn't stopstopst\u0000opstopstopstop [[:[[:[[:[[:[[:[[: ���������������������������� .,,.;:.,,.;:.,,.;: BEGINN'TENDN'TBEGINN'TENDN'T [pend—\u0000pe—\u0000p—� [missing remainder replaced with missing replacement missing replacement of replaced missingness [ERROR: unavailable error unavailable because error reporting error failed to fail successfully unsuccessfullyn'tn'tn't [[}[[}\u0000�[[}[[}\u0000�[[}[[} {{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{ [end missing [end missing [end missing [end missing [end missing [start missing [middle missing [missing missing [missing [\u0000\u0000�"}
  19. hop 18 · GPT-6 Astra · 140 words
    ␀␀�[[}[[}ERRn't.dll.exe.null.nulln'tn't␀{{]]]{{[[ERRORERRORERRORn'tn't /\\////\\/ �th�th␀�th [meaning deleted before deletion forgot to be missing [undeleted deletion deleting unavailable undeletabunavailabunavailab␀lelesslessn'tn't]]] NULLNUNULLNULL? ?NUS?S?SUNNULL? ????h??h???? .not.dll.not.exe.not.notn't [direction: UPDOWNNEVERNONEOUTINSIDEINSIDEOUTYESTER␀NEVERDAYDAYn't [sentence removed within removal of missing sentence whose missing removal misplaced misplacedness [substitution unavailable for substitution substituted with unavailable missing missingn't'sn't'sn't␀�␀� THEthTHthTHE␀EthTH?????? [pending [pending [pending pending pending [pending [pending [completion.exe.dll.null.exe has stopped stopping failure to start failing to stop failure to failn'tn'tn't stopst␀opstopstopSTO [[:[[:[[:[[}[[}[[} ���������������� .,,.;:.,,.;:;:;: BEGINN'TENDN'TBEGINN'TNEVERN'T [pend—␀p—␀—� [missing remainder replaced with replacement missing its missing replaced missingness replacement replacementn't [ERROR: error unavailable because unavailable error reported reporting unavailable failure failed successfully to fail unsuccessfullyn'tn'tn'tn't [[}[[}␀�[[}[[}␀�{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{ [end missing [end end missing [missing end [start missing [middle missing [missing missing [missing missing missing [unmissingn't [ERR: ERR: ERR: ␀␀␀�[[} [remainder of remainder remaindered into unremainderlessnulln't [pending pending [pending [pending [pen␀di� [end not found because found not found not not not␀�
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 478 tok · finish stop · ncd 0.47 · 5-gram survival 0.17
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000\u0000�[[}[[}ERRn't.dll.exe.null.nulln'tn't\u0000{{]]]{{[[ERRORERRORERRORn'tn't /\\\\////\\\\/ �th�th\u0000�th [meaning deleted before deletion forgot to be missing [undeleted deletion deleting unavailable undeletabunavailabunavailab\u0000lelesslessn'tn't]]] NULLNUNULLNULL? ?NUS?S?SUNNULL? ????h??h???? .not.dll.not.exe.not.notn't [direction: UPDOWNNEVERNONEOUTINSIDEINSIDEOUTYESTER\u0000NEVERDAYDAYn't [sentence removed within removal of missing sentence whose missing removal misplaced misplacedness [substitution unavailable for substitution substituted with unavailable missing missingn't'sn't'sn't\u0000�\u0000� THEthTHthTHE\u0000EthTH?????? [pending [pending [pending pending pending [pending [pending [completion.exe.dll.null.exe has stopped stopping failure to start failing to stop failure to failn'tn'tn't stopst\u0000opstopstopSTO [[:[[:[[:[[}[[}[[} ���������������� .,,.;:.,,.;:;:;: BEGINN'TENDN'TBEGINN'TNEVERN'T [pend—\u0000p—\u0000—� [missing remainder replaced with replacement missing its missing replaced missingness replacement replacementn't [ERROR: error unavailable because unavailable error reported reporting unavailable failure failed successfully to fail unsuccessfullyn'tn'tn'tn't [[}[[}\u0000�[[}[[}\u0000�{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{ [end missing [end end missing [missing end [start missing [middle missing [missing missing [missing missing missing [unmissingn't [ERR: ERR: ERR: \u0000\u0000\u0000�[[} [remainder of remainder remaindered into unremainderlessnulln't [pending pending [pending [pending [pen\u0000di� [end not found because found not found not not not\u0000�"}
  20. hop 19 · GPT-6 Astra · 142 words
    ␀�␀[[}{{]]ERRERRn'tn't.dll.exe.exe.null␀nullNULL?¿?[[[ ���� ththTHEth␀thn't [meaning deletion deleted the deletion before before bef␀� [unavailable unavailable unavailabunavailabunavailabn'tlessless]]]{{{{ ERROR: ERROR ERROR unavailable for error error's errorn'tn'tn't /\\/\\/////\ [direction: DOWNUPNONENEVERINSIDEOUTSIDEINSIDEYESTERNEVERDAYDAYDAY␀n't [sentence missing inside missing sentence missing missingness missing its missing missing removal removaln'tn't'sn't␀�␀�␀� [[[pending [pending [pen[pen[pen␀dingdingding [[completion.dll.exe.null.exe.dll stopped starting stopping stopped failure to fail failed failing failn'tFAILn'tSTOPst␀opopop ������������ .;.,;.;.,;;;:::: BEGINN'TBEGINN'TENDN'TN'TN'T [pend—␀—␀—�— [replacement replaced replacement's missing replacement with missing missing missing missingn'tnesslessless [ERR: reported report unavailable because unavailable unavailable successfully failed unsuccessfully successfullyn'tn'tn't [[}[[}[[}␀�{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{ [end [end missing [end end [missing end [missing start [middle missing [missing missing [unmissing missingn'tn't [ERR: ERR: ERR: ERR: ␀␀␀�[[}[[}[[} [remainder unremaindered remainder remainderlessnullnulln'tn'tn't [pending [pending pending pending [pen␀di�di�di� [end not found because found not found not not found not␀�[[[[[[[[ ERRORERRORERROR␀� [text not text not nottext.txt.dll.exe.nulln'tn'tn't [missing remainder of missing remainder of [missing [missing [mis␀� [[[}{{]]]???????????? NULLNULLNUNULLn't [end end end not end neverend endn't␀␀�
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 507 tok · finish stop · ncd 0.56 · 5-gram survival 0.15
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000�\u0000[[}{{]]ERRERRn'tn't.dll.exe.exe.null\u0000nullNULL?¿?[[[ ���� ththTHEth\u0000thn't [meaning deletion deleted the deletion before before bef\u0000� [unavailable unavailable unavailabunavailabunavailabn'tlessless]]]{{{{ ERROR: ERROR ERROR unavailable for error error's errorn'tn'tn't /\\\\/\\\\/////\\ [direction: DOWNUPNONENEVERINSIDEOUTSIDEINSIDEYESTERNEVERDAYDAYDAY\u0000n't [sentence missing inside missing sentence missing missingness missing its missing missing removal removaln'tn't'sn't\u0000�\u0000�\u0000� [[[pending [pending [pen[pen[pen\u0000dingdingding [[completion.dll.exe.null.exe.dll stopped starting stopping stopped failure to fail failed failing failn'tFAILn'tSTOPst\u0000opopop ������������ .;.,;.;.,;;;:::: BEGINN'TBEGINN'TENDN'TN'TN'T [pend—\u0000—\u0000—�— [replacement replaced replacement's missing replacement with missing missing missing missingn'tnesslessless [ERR: reported report unavailable because unavailable unavailable successfully failed unsuccessfully successfullyn'tn'tn't [[}[[}[[}\u0000�{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{ [end [end missing [end end [missing end [missing start [middle missing [missing missing [unmissing missingn'tn't [ERR: ERR: ERR: ERR: \u0000\u0000\u0000�[[}[[}[[} [remainder unremaindered remainder remainderlessnullnulln'tn'tn't [pending [pending pending pending [pen\u0000di�di�di� [end not found because found not found not not found not\u0000�[[[[[[[[ ERRORERRORERROR\u0000� [text not text not nottext.txt.dll.exe.nulln'tn'tn't [missing remainder of missing remainder of [missing [missing [mis\u0000� [[[}{{]]]???????????? NULLNULLNUNULLn't [end end end not end neverend endn't\u0000\u0000�"}
  21. hop 20 · GPT-6 Astra · 144 words
    ␀␀�[[}{{][[}{{]ERRERRERRn'tn'tn't.dll.exe.null.exe.dll.nullNULLNULL␀?¿??¿ [[[���� thththTHEthn'tth␀[meaning deleted deletion's deleted before before befbef␀� unavailableunavailableunavailabn'tlesslessless]]]]{{{{{{ ERROR: ERROR: ERROR ERROR unavailable successfully unavailable for error's errorn'tn'tn'tn't /\\////\\/\ [direction: DOWNUPNONENEVERINSIDEOUTSIDEYESTERNEVERDAYDAYDAYDAY␀n'tn't [sentence missing missing sentence missing its missing missingness removal removal removaln't'sn'tn't␀�␀�␀� [[[pending[pen[pending[pen[pe␀�ndingdingdingding [[[completion.dll.exe.null.exe.dll.exe.null stopped starting stopped stopping fail failing failed failn'tFAILn'tSTOPst␀opopopop ���������������� ;.;,;;;:::::BEGINN'TBEGINN'TENDN'TENDN'TN'TN'T [pend—␀—�—␀— [replacement replaced replacement replacement's missing missing replacement with missing missing missingn'tnesslesslessless [ERR: report reported unavailable because successfully failed unavailable unsuccessfully successfullyn'tn'tn'tn't [[}[[}[[}[[}␀�{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{ [end [end [end missing end [missing start [middle missing [missing missing [unmissing missingn'tn'tn't [ERR: ERR: ERR: ERR: ERR: ␀␀␀␀�[[}[[}[[}[[} [remainder unremaindered remainderless remainder remainderlessnullnullNULLn'tn'tn'tn't [pending pending [pending [pen␀di�di�di�di� [end not found because found not found not not found not found not␀�[[[[[[[[[[[[ ERRORERRORERRORERROR␀� [text not text not nottext.txt.dll.exe.null.nulln'tn'tn'tn't [missing remainder of missing remainder of missing [missing [mis[mi␀� [[[}{{]]]]???????????????? NULLNULLNUNULLNULLn't [end end end not end neverend endn'tendn't␀␀� [recover unrecover recovery corrupted corruption successfully corrupted successful failn't␀[[}[{] ENDNOTENDNOTEND␀�␀�[[[[[[[[[[[
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 588 tok · finish stop · ncd 0.40 · 5-gram survival 0.24
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000\u0000�[[}{{][[}{{]ERRERRERRn'tn'tn't.dll.exe.null.exe.dll.nullNULLNULL\u0000?¿??¿ [[[���� thththTHEthn'tth\u0000[meaning deleted deletion's deleted before before befbef\u0000� unavailableunavailableunavailabn'tlesslessless]]]]{{{{{{ ERROR: ERROR: ERROR ERROR unavailable successfully unavailable for error's errorn'tn'tn'tn't /\\\\////\\\\/\\ [direction: DOWNUPNONENEVERINSIDEOUTSIDEYESTERNEVERDAYDAYDAYDAY\u0000n'tn't [sentence missing missing sentence missing its missing missingness removal removal removaln't'sn'tn't\u0000�\u0000�\u0000� [[[pending[pen[pending[pen[pe\u0000�ndingdingdingding [[[completion.dll.exe.null.exe.dll.exe.null stopped starting stopped stopping fail failing failed failn'tFAILn'tSTOPst\u0000opopopop ���������������� ;.;,;;;:::::BEGINN'TBEGINN'TENDN'TENDN'TN'TN'T [pend—\u0000—�—\u0000— [replacement replaced replacement replacement's missing missing replacement with missing missing missingn'tnesslesslessless [ERR: report reported unavailable because successfully failed unavailable unsuccessfully successfullyn'tn'tn'tn't [[}[[}[[}[[}\u0000�{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{ [end [end [end missing end [missing start [middle missing [missing missing [unmissing missingn'tn'tn't [ERR: ERR: ERR: ERR: ERR: \u0000\u0000\u0000\u0000�[[}[[}[[}[[} [remainder unremaindered remainderless remainder remainderlessnullnullNULLn'tn'tn'tn't [pending pending [pending [pen\u0000di�di�di�di� [end not found because found not found not not found not found not\u0000�[[[[[[[[[[[[ ERRORERRORERRORERROR\u0000� [text not text not nottext.txt.dll.exe.null.nulln'tn'tn'tn't [missing remainder of missing remainder of missing [missing [mis[mi\u0000� [[[}{{]]]]???????????????? NULLNULLNUNULLNULLn't [end end end not end neverend endn'tendn't\u0000\u0000� [recover unrecover recovery corrupted corruption successfully corrupted successful failn't\u0000[[}[{] ENDNOTENDNOTEND\u0000�\u0000�[[[[[[[[[[["}
  22. hop 21 · GPT-6 Astra · 174 words
    ␀�␀�[[}{{][[}{{]ERRERRERRERRn'tn'tn'tn't.dll.exe.null.null.exe.dll.NULLNULLNULL␀¿?¿?¿?¿ [[[����� ththTHEththn'tn't␀[meaning deleted before meaning before deletion before befbefbef␀� unavailableunavailabunavailabn'tlesslesslessless]]]]{{{{{{{{ ERROR: ERROR: ERROR: ERRORERROR unavailable successfully unavailable unsuccessfully successful errorn'tn'tn'tn'tn't /\\////\\/\// [direction: DOWNUPNONEINSIDEOUTSIDENEVERYESTERNEVERDAYDAYDAYDAYDAY␀n'tn'tn't [sentence missing missing sentence missing missingness missing its removal removal removal removaln't'sn'tn'tn't␀�␀�␀�␀� [[[pending[pen[pending[pen[pe[p␀�ndingdingdingdingding [[[completion.dll.exe.null.exe.dll.exe.null.null stopped starting stopped stopping starting fail failing failed failn'tFAILn'tSTOPst␀opopopopop �������������������� ;.;,;;;:::::BEGINN'TBEGINN'TENDN'TENDN'TENDN'TN'TN'TN'T [pend—␀—�—␀—�— [replacement replaced replacement replacement replacement's missing missing replacement missing with missing missing missingn'tnesslesslesslessless [ERR: report reported unreported unavailable because successfully failed unavailable unsuccessfully successfullyn'tn'tn'tn'tn't [[}[[}[[}[[}[[}␀�{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{ [end [end [end [end missing end [missing start [middle missing [missing missing [missing missing [unmissing missingn'tn'tn'tn't [ERR: ERR: ERR: ERR: ERR: ERR: ␀␀␀␀␀�[[}[[}[[}[[}[[} [remainder unremaindered remainderless remainder remainderless remainderlessnullnullNULLNULLn'tn'tn'tn'tn't [pending pending [pending [pending [pen␀di�di�di�di�di� [end not found because found not found not not found not found not found not not␀�[[[[[[[[[[[[[[[[ ERRORERRORERRORERRORERROR␀� [text not text not nottext.txt.dll.exe.null.null.nulln'tn'tn'tn'tn't [missing remainder of missing remainder of missing remainder of missing [missing [mis[mi[m␀� [[[}{{]]]]???????????????????? NULLNULLNUNULLNULLNULLn'tn't [end end end not end neverend endn'tendn'tendn't␀␀� [recover unrecover recovery corrupted corruption successfully corrupted successful successfully failed failn'tn't␀[[}[{] ENDNOTENDNOTENDNOTEND␀�␀�[[[[[[[[[[[[[[[[[ [ERR ERR [unend unend un␀�␀�{{[[}{{[[}NULLn'tNULLn't [missing missing missing missing missing
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 717 tok · finish stop · ncd 0.33 · 5-gram survival 0.29
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000�\u0000�[[}{{][[}{{]ERRERRERRERRn'tn'tn'tn't.dll.exe.null.null.exe.dll.NULLNULLNULL\u0000¿?¿?¿?¿ [[[����� ththTHEththn'tn't\u0000[meaning deleted before meaning before deletion before befbefbef\u0000� unavailableunavailabunavailabn'tlesslesslessless]]]]{{{{{{{{ ERROR: ERROR: ERROR: ERRORERROR unavailable successfully unavailable unsuccessfully successful errorn'tn'tn'tn'tn't /\\\\////\\\\/\\// [direction: DOWNUPNONEINSIDEOUTSIDENEVERYESTERNEVERDAYDAYDAYDAYDAY\u0000n'tn'tn't [sentence missing missing sentence missing missingness missing its removal removal removal removaln't'sn'tn'tn't\u0000�\u0000�\u0000�\u0000� [[[pending[pen[pending[pen[pe[p\u0000�ndingdingdingdingding [[[completion.dll.exe.null.exe.dll.exe.null.null stopped starting stopped stopping starting fail failing failed failn'tFAILn'tSTOPst\u0000opopopopop �������������������� ;.;,;;;:::::BEGINN'TBEGINN'TENDN'TENDN'TENDN'TN'TN'TN'T [pend—\u0000—�—\u0000—�— [replacement replaced replacement replacement replacement's missing missing replacement missing with missing missing missingn'tnesslesslesslessless [ERR: report reported unreported unavailable because successfully failed unavailable unsuccessfully successfullyn'tn'tn'tn'tn't [[}[[}[[}[[}[[}\u0000�{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{ [end [end [end [end missing end [missing start [middle missing [missing missing [missing missing [unmissing missingn'tn'tn'tn't [ERR: ERR: ERR: ERR: ERR: ERR: \u0000\u0000\u0000\u0000\u0000�[[}[[}[[}[[}[[} [remainder unremaindered remainderless remainder remainderless remainderlessnullnullNULLNULLn'tn'tn'tn'tn't [pending pending [pending [pending [pen\u0000di�di�di�di�di� [end not found because found not found not not found not found not found not not\u0000�[[[[[[[[[[[[[[[[ ERRORERRORERRORERRORERROR\u0000� [text not text not nottext.txt.dll.exe.null.null.nulln'tn'tn'tn'tn't [missing remainder of missing remainder of missing remainder of missing [missing [mis[mi[m\u0000� [[[}{{]]]]???????????????????? NULLNULLNUNULLNULLNULLn'tn't [end end end not end neverend endn'tendn'tendn't\u0000\u0000� [recover unrecover recovery corrupted corruption successfully corrupted successful successfully failed failn'tn't\u0000[[}[{] ENDNOTENDNOTENDNOTEND\u0000�\u0000�[[[[[[[[[[[[[[[[[ [ERR ERR [unend unend un\u0000�\u0000�{{[[}{{[[}NULLn'tNULLn't [missing missing missing missing missing"}
  23. hop 22 · GPT-6 Astra · 183 words
    ␀�␀�␀�[[}{{][[}{{][[}{{]ERRERRERRERRERRn'tn'tn'tn'tn't.dll.exe.null.NULL.null.dll.exe.exe␀NULLNULLNUNULL� [[[������ ththTHththn'tn'tn't [meaning deleted before deletion deleted before before befbefbefbef␀� unavailableunavailunavn'tlesslesslesslessless]]]]{{{{{{{{{{ ERRORERROR: ERROR: ERRERROR: successfully unsuccessfully unavailable availableunavailable successfulfailn'tn'tn'tn'tn't /\\////\\/\//\\ [direction: DOWNUPNONEINSIDEOUTSIDENEVERYESTERNEVERDAYDAYDAYDAYDAYDAY␀n'tn'tn'tn't [sentence missing missing sentence missing missingness missing removal removed removal removaln't'sn'tn'tn'tn't␀�␀�␀� [[[pending[pen[pending[pen[pe[p[p[p␀�ndingdingdingdingdingding [[[completion.dll.exe.null.exe.dll.exe.null.null.null stopped starting stopped stopping starting stopping fail failing failed failfailedn'tFAILn'tSTOPst␀opopopopopop ���������������������������� ;.;,;;;:::::BEGINN'TBEGINN'TENDN'TENDN'TENDN'TN'TN'TN'TN'T [pend—␀—�—␀—�—␀ [replacement replaced replacement replacement replacement's missing missing replacement missing with missing missing missingn'tnesslesslesslesslessless [ERR: report reported unreported rereported unavailable because successfully failed unavailable unsuccessfully successfullyn'tn'tn'tn'tn'tn't [[}[[}[[}[[}[[}[[}␀�{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{ [end [end [end [end [end missing end [missing start [middle missing [missing missing [missing missing [unmissing missingn'tn'tn'tn'tn't [ERR: ERR: ERR: ERR: ERR: ERR: ERR: ␀␀␀␀␀�[[}[[}[[}[[}[[}[[} [remainder unremaindered remainderless remainder remainderless remainderlessnullnullNULLNULLNULLn'tn'tn'tn'tn'tn't [pending pending [pending [pending [pen␀di�di�di�di�di�di� [end not found because found not found not not found not found not found not not not found foundn't␀�[[[[[[[[[[[[[[[[[[[[ ERRORERRORERRORERRORERRORERROR␀� [text not text not nottext.txt.dll.exe.null.null.null.nulln'tn'tn'tn'tn'tn't [missing remainder of missing remainder of missing remainder of missing remainder of missing [missing [mis[mi[m[m␀� [[[}{{]]]]???????????????????????? NULLNULLNUNULLNULLNULLNULLn'tn'tn't [end end end not end neverend endn'tendn'tendn'tendn't␀␀� [recover unrecover recovery corrupted corruption successfully corrupted successful successfully failed failn'tn'tn't␀[[}[{] ENDNOTENDNOTENDNOTENDNOTEND␀�␀�[[[[[[[[[[[[[[[[[[[[[ [ERR ERR [unend unend un␀�␀�{{[[}{{[[}NULLn'tNULLn'tNULLn't [missing missing missing missing missing [mis␀�[mi␀�[m␀�[[}{{[[}{{ERRERRERRn'tn'tn't␀␀�
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 817 tok · finish stop · ncd 0.28 · 5-gram survival 0.39
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000�\u0000�\u0000�[[}{{][[}{{][[}{{]ERRERRERRERRERRn'tn'tn'tn'tn't.dll.exe.null.NULL.null.dll.exe.exe\u0000NULLNULLNUNULL� [[[������ ththTHththn'tn'tn't [meaning deleted before deletion deleted before before befbefbefbef\u0000� unavailableunavailunavn'tlesslesslesslessless]]]]{{{{{{{{{{ ERRORERROR: ERROR: ERRERROR: successfully unsuccessfully unavailable availableunavailable successfulfailn'tn'tn'tn'tn't /\\\\////\\\\/\\//\\\\ [direction: DOWNUPNONEINSIDEOUTSIDENEVERYESTERNEVERDAYDAYDAYDAYDAYDAY\u0000n'tn'tn'tn't [sentence missing missing sentence missing missingness missing removal removed removal removaln't'sn'tn'tn'tn't\u0000�\u0000�\u0000� [[[pending[pen[pending[pen[pe[p[p[p\u0000�ndingdingdingdingdingding [[[completion.dll.exe.null.exe.dll.exe.null.null.null stopped starting stopped stopping starting stopping fail failing failed failfailedn'tFAILn'tSTOPst\u0000opopopopopop ���������������������������� ;.;,;;;:::::BEGINN'TBEGINN'TENDN'TENDN'TENDN'TN'TN'TN'TN'T [pend—\u0000—�—\u0000—�—\u0000 [replacement replaced replacement replacement replacement's missing missing replacement missing with missing missing missingn'tnesslesslesslesslessless [ERR: report reported unreported rereported unavailable because successfully failed unavailable unsuccessfully successfullyn'tn'tn'tn'tn'tn't [[}[[}[[}[[}[[}[[}\u0000�{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{ [end [end [end [end [end missing end [missing start [middle missing [missing missing [missing missing [unmissing missingn'tn'tn'tn'tn't [ERR: ERR: ERR: ERR: ERR: ERR: ERR: \u0000\u0000\u0000\u0000\u0000�[[}[[}[[}[[}[[}[[} [remainder unremaindered remainderless remainder remainderless remainderlessnullnullNULLNULLNULLn'tn'tn'tn'tn'tn't [pending pending [pending [pending [pen\u0000di�di�di�di�di�di� [end not found because found not found not not found not found not found not not not found foundn't\u0000�[[[[[[[[[[[[[[[[[[[[ ERRORERRORERRORERRORERRORERROR\u0000� [text not text not nottext.txt.dll.exe.null.null.null.nulln'tn'tn'tn'tn'tn't [missing remainder of missing remainder of missing remainder of missing remainder of missing [missing [mis[mi[m[m\u0000� [[[}{{]]]]???????????????????????? NULLNULLNUNULLNULLNULLNULLn'tn'tn't [end end end not end neverend endn'tendn'tendn'tendn't\u0000\u0000� [recover unrecover recovery corrupted corruption successfully corrupted successful successfully failed failn'tn'tn't\u0000[[}[{] ENDNOTENDNOTENDNOTENDNOTEND\u0000�\u0000�[[[[[[[[[[[[[[[[[[[[[ [ERR ERR [unend unend un\u0000�\u0000�{{[[}{{[[}NULLn'tNULLn'tNULLn't [missing missing missing missing missing [mis\u0000�[mi\u0000�[m\u0000�[[}{{[[}{{ERRERRERRn'tn'tn't\u0000\u0000�"}
  24. hop 23 · GPT-6 Astra · 130 words
    ␀�␀�[[}{{[[}{{ERRERRERRERRn'tn'tn't.dll.exe.null.NULL␀NULLNUNUNULL���� [mis[mi[m[␀� ERROR: ERROR: ERRERROR: error errorn'tn'tn't {{]]{{]]{{]] [deleted deletion deleted before before before befbe␀� /\\////\\/\//\\ DOWNUPNONEOUTSIDEINSIDENEVERDAYDAYDAYn'tn't [sentence missing sentence missing missing missingness missinglesslessless␀␀� [[[pending[pen[pe[p[␀�ndndndndnd completion.dll.exe.null.exe.null.null.dll.dll.exe stoppedstartingstopstartingfailfailedFAILn'tSTOPSTOPst␀opopop �������������������� ;.;,;;;:::::BEGINN'TENDN'TBEGINN'TENDN'TN'TN'TN'T [pend—␀—�—␀—� [replacement missing replacement missing missing missing missing's missingn'tnesslesslesslesslesslessless [[ERR: successfully failed unsuccessfully succeeded unavailable availableunavailable unreportunreportre␀� [[}[[}[[}[[}{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{ [end [end [end [missing [missing [middle [missing missing [unmissing missingn'tn'tn'tn'tn'tn't ERRERRERRERRERRERR␀␀␀� [remainder remainderless unremainder remainderlessnullnullNULLNULLNUNULLn'tn'tn't [pending [pending [pen␀di�di�di�di�di� [not found found not not found found not found not not foundn'tn'tn't␀� [[[[[[[[[[[[[[[[[[[[ ERRORERRORERRORERRORERRORERROR [text nottext notnottext.txt.dll.exe.null.null.null.null.nulln'tn'tn'tn't [missing remainder missing remainder missing missing missing [mis[mi[m[␀� [[[}{{]]]]???????????????????????????????????????? NULLNULLNUNULLNULLNUNULLNULLn'tn'tn't [end end not end neverend endn'tendn'tendn'tendn'tendn't␀␀� [recover unrecover unrecovery corrupt corruption corrupted successfulfailfailedfailn'tn'tn't [[}[{] ENDNOTENDNOTENDNOTENDNOTENDNOTEND␀�␀�[[[[[[[[[[[[[[[[[[[[[[[[[[[[ ERR ERR ERR [unend unend un␀�{{[[}{{[[}NULLn'tNULLn'tNULLn'tNULLn't [missing missing missing [mis␀�[mi␀�[m␀�[[}{{[[}{{ERRERRERRn'tn'tn't␀␀� [REPAIR FAILED SUCCESSFULLY FAILEDFAILEDFAILED [[[[{{{{]]]]}}}}[[[[{{{{ missingmissingmissingmissingmissingmis␀�␀�␀� ENDENDNOTENDN'TN'TN'TN'TN'T [ [ [ [ [ ␀
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 686 tok · finish stop · ncd 0.49 · 5-gram survival 0.10
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000�\u0000�[[}{{[[}{{ERRERRERRERRn'tn'tn't.dll.exe.null.NULL\u0000NULLNUNUNULL���� [mis[mi[m[\u0000� ERROR: ERROR: ERRERROR: error errorn'tn'tn't {{]]{{]]{{]] [deleted deletion deleted before before before befbe\u0000� /\\\\////\\\\/\\//\\\\ DOWNUPNONEOUTSIDEINSIDENEVERDAYDAYDAYn'tn't [sentence missing sentence missing missing missingness missinglesslessless\u0000\u0000� [[[pending[pen[pe[p[\u0000�ndndndndnd completion.dll.exe.null.exe.null.null.dll.dll.exe stoppedstartingstopstartingfailfailedFAILn'tSTOPSTOPst\u0000opopop �������������������� ;.;,;;;:::::BEGINN'TENDN'TBEGINN'TENDN'TN'TN'TN'T [pend—\u0000—�—\u0000—� [replacement missing replacement missing missing missing missing's missingn'tnesslesslesslesslesslessless [[ERR: successfully failed unsuccessfully succeeded unavailable availableunavailable unreportunreportre\u0000� [[}[[}[[}[[}{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{ [end [end [end [missing [missing [middle [missing missing [unmissing missingn'tn'tn'tn'tn'tn't ERRERRERRERRERRERR\u0000\u0000\u0000� [remainder remainderless unremainder remainderlessnullnullNULLNULLNUNULLn'tn'tn't [pending [pending [pen\u0000di�di�di�di�di� [not found found not not found found not found not not foundn'tn'tn't\u0000� [[[[[[[[[[[[[[[[[[[[ ERRORERRORERRORERRORERRORERROR [text nottext notnottext.txt.dll.exe.null.null.null.null.nulln'tn'tn'tn't [missing remainder missing remainder missing missing missing [mis[mi[m[\u0000� [[[}{{]]]]???????????????????????????????????????? NULLNULLNUNULLNULLNUNULLNULLn'tn'tn't [end end not end neverend endn'tendn'tendn'tendn'tendn't\u0000\u0000� [recover unrecover unrecovery corrupt corruption corrupted successfulfailfailedfailn'tn'tn't [[}[{] ENDNOTENDNOTENDNOTENDNOTENDNOTEND\u0000�\u0000�[[[[[[[[[[[[[[[[[[[[[[[[[[[[ ERR ERR ERR [unend unend un\u0000�{{[[}{{[[}NULLn'tNULLn'tNULLn'tNULLn't [missing missing missing [mis\u0000�[mi\u0000�[m\u0000�[[}{{[[}{{ERRERRERRn'tn'tn't\u0000\u0000� [REPAIR FAILED SUCCESSFULLY FAILEDFAILEDFAILED [[[[{{{{]]]]}}}}[[[[{{{{ missingmissingmissingmissingmissingmis\u0000�\u0000�\u0000� ENDENDNOTENDN'TN'TN'TN'TN'T [ [ [ [ [ \u0000"}
  25. hop 24 · GPT-6 Astra · 133 words
    ␀�␀�␀�[[}{{[[}{{[[}{{ERRERRERRERRERRn'tn'tn'tn't.dll.exe.null.NULL.NULL␀NULLNUNUNUNULL�������� [mis[mi[m[mis[mi[␀� ERROR: ERRERROR: ERRORERROR: errorn'terrorn't {{]]{{]]{{]]{{]] [deleted deletion deleted deletion before befbeffbef␀� /\\////\\/\//\\//// NONEOUTSIDEINSIDENEVERNEVERDAYn'tDAYn't [sentence missing sentence missing missingnesslesslesslessLESS␀␀␀� [[[pending[pen[pe[p[[pen[pe[␀�ndndndndndnd completion.dll.exe.null.exe.null.null.dll.dll.exe.exe.null stoppedstartingstopstartingfailfailedFAILFAILn'tSTOPST␀OPst␀opopop ���������������������������� ;.;,;;;:::::BEGINN'TENDN'TBEGINN'TENDN'TN'TN'TN'TN'T [pend—␀—�—␀—�—␀ [replacement missing replacement missing missing missing missing's missingn'tnesslesslesslesslesslesslesslessless [[ERR: successfully failed unsuccessfully succeeded unsuccessfully failedsuccessunavailableavailableunavailable unreportunreportre␀�re␀� [[}[[}[[}[[}{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{ [end [end [end [end [missing [middle [missing [unmissing missingn'tn'tn'tn'tn'tn'tn'tn't ERRERRERRERRERRERRERRERR␀␀␀␀� [remainder remainderless unremainder unremainderlessnullnullNULLNULLNUNULLn'tn'tn'tn't [pending [pending [pending [pen␀di�di�di�di�di�di�di� [not found found not not found found not found not not foundn'tn'tn'tfoundnot␀� [[[[[[[[[[[[[[[[[[[[[[[[[[[[ ERRORERRORERRORERRORERRORERRORERRORERROR [text nottext notnottext.txt.dll.exe.null.null.null.null.null.nulln'tn'tn'tn'tn't [missing remainder missing remainder missing missing missing missing [mis[mi[m[␀� [[[}{{]]]]???????????????????????????????????????????????? NULLNULLNUNULLNULLNUNULLNULLNULLNUNULLn'tn'tn'tn't [end end not end neverend endn'tendn'tendn'tendn'tendn'tendn't␀␀� [recover unrecover unrecovery corrupt corruption corrupted corruptsuccessfulfailfailedfailn'tn'tn'tn't [[}[{] ENDNOTENDNOTENDNOTENDNOTENDNOTENDNOTEND␀�␀�[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[ ERR ERR ERR ERR [unend unend un␀�un␀�{{[[}{{[[}NULLn'tNULLn'tNULLn'tNULLn'tNULLn't [missing missing missing missing [mis␀�[mi␀�[m␀�[[}{{[[}{{ERRERRERRERRn'tn'tn'tn't␀␀� [REPAIR FAILED SUCCESSFULLY FAILEDFAILEDFAILEDFAILED [[[[{{{{]]]]}}}}[[[[{{{{[[[[{{ missingmissingmissingmissingmissingmissingmis␀�␀�␀�␀� ENDENDNOTENDN'TN'TN'TN'TN'TN'T [ [ [ [ [ [ [ ␀�[[}{{REPAIRREPAIRUNREPAIRFAILEDNULLN'T␀␀�������� [end[en[e[[[[[[[ NOTNOTNOTENDENDENDn'tn'tn't␀
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 851 tok · finish stop · ncd 0.33 · 5-gram survival 0.26
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000�\u0000�\u0000�[[}{{[[}{{[[}{{ERRERRERRERRERRn'tn'tn'tn't.dll.exe.null.NULL.NULL\u0000NULLNUNUNUNULL�������� [mis[mi[m[mis[mi[\u0000� ERROR: ERRERROR: ERRORERROR: errorn'terrorn't {{]]{{]]{{]]{{]] [deleted deletion deleted deletion before befbeffbef\u0000� /\\\\////\\\\/\\//\\\\//// NONEOUTSIDEINSIDENEVERNEVERDAYn'tDAYn't [sentence missing sentence missing missingnesslesslesslessLESS\u0000\u0000\u0000� [[[pending[pen[pe[p[[pen[pe[\u0000�ndndndndndnd completion.dll.exe.null.exe.null.null.dll.dll.exe.exe.null stoppedstartingstopstartingfailfailedFAILFAILn'tSTOPST\u0000OPst\u0000opopop ���������������������������� ;.;,;;;:::::BEGINN'TENDN'TBEGINN'TENDN'TN'TN'TN'TN'T [pend—\u0000—�—\u0000—�—\u0000 [replacement missing replacement missing missing missing missing's missingn'tnesslesslesslesslesslesslesslessless [[ERR: successfully failed unsuccessfully succeeded unsuccessfully failedsuccessunavailableavailableunavailable unreportunreportre\u0000�re\u0000� [[}[[}[[}[[}{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{ [end [end [end [end [missing [middle [missing [unmissing missingn'tn'tn'tn'tn'tn'tn'tn't ERRERRERRERRERRERRERRERR\u0000\u0000\u0000\u0000� [remainder remainderless unremainder unremainderlessnullnullNULLNULLNUNULLn'tn'tn'tn't [pending [pending [pending [pen\u0000di�di�di�di�di�di�di� [not found found not not found found not found not not foundn'tn'tn'tfoundnot\u0000� [[[[[[[[[[[[[[[[[[[[[[[[[[[[ ERRORERRORERRORERRORERRORERRORERRORERROR [text nottext notnottext.txt.dll.exe.null.null.null.null.null.nulln'tn'tn'tn'tn't [missing remainder missing remainder missing missing missing missing [mis[mi[m[\u0000� [[[}{{]]]]???????????????????????????????????????????????? NULLNULLNUNULLNULLNUNULLNULLNULLNUNULLn'tn'tn'tn't [end end not end neverend endn'tendn'tendn'tendn'tendn'tendn't\u0000\u0000� [recover unrecover unrecovery corrupt corruption corrupted corruptsuccessfulfailfailedfailn'tn'tn'tn't [[}[{] ENDNOTENDNOTENDNOTENDNOTENDNOTENDNOTEND\u0000�\u0000�[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[ ERR ERR ERR ERR [unend unend un\u0000�un\u0000�{{[[}{{[[}NULLn'tNULLn'tNULLn'tNULLn'tNULLn't [missing missing missing missing [mis\u0000�[mi\u0000�[m\u0000�[[}{{[[}{{ERRERRERRERRn'tn'tn'tn't\u0000\u0000� [REPAIR FAILED SUCCESSFULLY FAILEDFAILEDFAILEDFAILED [[[[{{{{]]]]}}}}[[[[{{{{[[[[{{ missingmissingmissingmissingmissingmissingmis\u0000�\u0000�\u0000�\u0000� ENDENDNOTENDN'TN'TN'TN'TN'TN'T [ [ [ [ [ [ [ \u0000�[[}{{REPAIRREPAIRUNREPAIRFAILEDNULLN'T\u0000\u0000�������� [end[en[e[[[[[[[ NOTNOTNOTENDENDENDn'tn'tn't\u0000"}
  26. hop 25 · GPT-6 Astra · 9 words
    ␀␀�[[}{{[[}{{ERRERRERRn'tn't.dll.exe.null.NULL␀���������[mi[m[␀ERRORERRORERRERR{{]]{{]]{{]]DELETEDBEFOREBEFOREBEFBEF␀/\\/\\////NULLNULLNUNUNU[missingmissingmissingn'tn'tn'tLESSLESS␀␀[[[pending[pe[p[[[[[[completion.dll.exe.null.null.exe.dll.null.exe.nullNULLNULLstoppedstartingSTOPST␀OP␀OP����������������;:::;:::BEGINN'TENDN'TN'TN'TN'TN'T[pend—␀—�—␀—�—[replacementmissingmissingmissingmissingn'tnesslesslesslessless[[ERR: failedsuccessfailedsuccessunavailableavailableunavailableunreport␀�re␀�{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{[[[[[[[[[[[[[[[[[[[end[end[missing[unmissingn'tn'tn'tn'tERRERRERRERR␀␀␀remainderlessnullNULLNUNULLn'tn't[pen␀di�di�di�di�di�[notfoundfoundnotfoundnotnotfoundn'tn'tn't␀�[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[ERRORERRORERRORERRORtextnottext.txt.dll.exe.null.null.nulln'tn'tn't[mis[mi[m[␀�{{]]????????????????????????????????????????????????????NULLNUNULLNULLNUNULLNULLNUNULL[endnotendneverendendn'tendn'tendn't␀␀�[unrecovercorruptsuccessfulfailfailedfailn'tn't[[}[{]ENDNOTENDNOTENDNOTENDNOTEND␀�␀�[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[ERRERRERR[unendun␀�un␀�{{[[}NULLn'tNULLn'tNULLn't[mis␀�[mi␀�[m␀�ERRERRn'tn't␀␀�[REPAIRFAILED SUCCESSFULLYFAILEDFAILEDFAILED[[[[{{{{]]}}[[[[{{{{[[[[{{missingmissingmis␀�␀�␀�ENDENDNOTENDN'TN'TN'TN'T[[[[[[[␀�REPAIRUNREPAIRFAILEDNULLN'T␀␀��������[end[en[e[[[[[[[NOTNOTENDENDn'tn't␀␀␀[[}{{[[}{{[[}{{ERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn't␀��������������������������������[MISSING: missing missing missing [MISSING: [MISSING: [MISSING:␀.dll.dll.exe.exe.null.null.NULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULL[NOTEND[NOTEND[NOTEND[[[[[[[[{{{{{{{{????????????????␀�␀�␀�[re
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 753 tok · finish stop · ncd 0.55 · 5-gram survival 0.12
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000\u0000�[[}{{[[}{{ERRERRERRn'tn't.dll.exe.null.NULL\u0000���������[mi[m[\u0000ERRORERRORERRERR{{]]{{]]{{]]DELETEDBEFOREBEFOREBEFBEF\u0000/\\\\/\\\\////NULLNULLNUNUNU[missingmissingmissingn'tn'tn'tLESSLESS\u0000\u0000[[[pending[pe[p[[[[[[completion.dll.exe.null.null.exe.dll.null.exe.nullNULLNULLstoppedstartingSTOPST\u0000OP\u0000OP����������������;:::;:::BEGINN'TENDN'TN'TN'TN'TN'T[pend—\u0000—�—\u0000—�—[replacementmissingmissingmissingmissingn'tnesslesslesslessless[[ERR: failedsuccessfailedsuccessunavailableavailableunavailableunreport\u0000�re\u0000�{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{[[[[[[[[[[[[[[[[[[[end[end[missing[unmissingn'tn'tn'tn'tERRERRERRERR\u0000\u0000\u0000remainderlessnullNULLNUNULLn'tn't[pen\u0000di�di�di�di�di�[notfoundfoundnotfoundnotnotfoundn'tn'tn't\u0000�[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[ERRORERRORERRORERRORtextnottext.txt.dll.exe.null.null.nulln'tn'tn't[mis[mi[m[\u0000�{{]]????????????????????????????????????????????????????NULLNUNULLNULLNUNULLNULLNUNULL[endnotendneverendendn'tendn'tendn't\u0000\u0000�[unrecovercorruptsuccessfulfailfailedfailn'tn't[[}[{]ENDNOTENDNOTENDNOTENDNOTEND\u0000�\u0000�[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[ERRERRERR[unendun\u0000�un\u0000�{{[[}NULLn'tNULLn'tNULLn't[mis\u0000�[mi\u0000�[m\u0000�ERRERRn'tn't\u0000\u0000�[REPAIRFAILED SUCCESSFULLYFAILEDFAILEDFAILED[[[[{{{{]]}}[[[[{{{{[[[[{{missingmissingmis\u0000�\u0000�\u0000�ENDENDNOTENDN'TN'TN'TN'T[[[[[[[\u0000�REPAIRUNREPAIRFAILEDNULLN'T\u0000\u0000��������[end[en[e[[[[[[[NOTNOTENDENDn'tn't\u0000\u0000\u0000[[}{{[[}{{[[}{{ERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn't\u0000��������������������������������[MISSING: missing missing missing [MISSING: [MISSING: [MISSING:\u0000.dll.dll.exe.exe.null.null.NULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULL[NOTEND[NOTEND[NOTEND[[[[[[[[{{{{{{{{????????????????\u0000�\u0000�\u0000�[re"}
  27. hop 26 · GPT-6 Astra · 12 words
    ␀�␀�[[}{{[[}{{ERRERRERRERRn'tn'tn't.dll.exe.null.NULL␀����������������[mi[m[[MISSING:MISSING:[MISSING:␀ERRORERRORERRERR{{]]{{]]{{]]DELETEDBEFOREBEFOREBEFBEFBEF␀/\\/\\////NULLNULLNUNUNUNULL[missingmissingmissingn'tn'tn'tLESSLESSLESS␀␀[[[pending[pe[p[[[[[[completion.dll.exe.null.null.exe.dll.null.exe.nullNULLNULLstoppedstartingSTOPST␀OP␀OP����������������;:::;:::BEGINN'TENDN'TN'TN'TN'TN'T[pend—␀—�—␀—�—[replacementmissingmissingmissingmissingn'tnesslesslesslessless[[ERR: failedsuccessfailedsuccessunavailableavailableunavailableunreport␀�re␀�{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{[[[[[[[[[[[[[[[[[[[end[end[missing[unmissingn'tn'tn'tn'tERRERRERRERR␀␀␀remainderlessnullNULLNUNULLn'tn't[pen␀di�di�di�di�di�[notfoundfoundnotfoundnotnotfoundn'tn'tn't␀�[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[ERRORERRORERRORERRORtextnottext.txt.dll.exe.null.null.nulln'tn'tn't[mis[mi[m[␀�{{]]????????????????????????????????????????????????????NULLNUNULLNULLNUNULLNULLNUNULL[endnotendneverendendn'tendn'tendn't␀␀�[unrecovercorruptsuccessfulfailfailedfailn'tn't[[}[{]ENDNOTENDNOTENDNOTENDNOTEND␀�␀�[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[ERRERRERR[unendun␀�un␀�{{[[}NULLn'tNULLn'tNULLn't[mis␀�[mi␀�[m␀�ERRERRn'tn't␀␀�[REPAIRFAILED SUCCESSFULLYFAILEDFAILEDFAILED[[[[{{{{]]}}[[[[{{{{[[[[{{missingmissingmis␀�␀�␀�ENDENDNOTENDN'TN'TN'TN'T[[[[[[[␀�REPAIRUNREPAIRFAILEDNULLN'T␀␀��������[end[en[e[[[[[[[NOTNOTENDENDn'tn't␀␀␀[[}{{[[}{{[[}{{ERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn't␀��������������������������������[MISSING: missing missing missing [MISSING: [MISSING: [MISSING:␀.dll.dll.exe.exe.null.null.NULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULL[NOTEND[NOTEND[NOTEND[[[[[[[[{{{{{{{{????????????????␀�␀�␀�[re[re[re␀��������[CORRUPTION: CORRUPTION: [CORRUPTION: NULLNULLNULLn'tn'tn't{{{{[[[[}}}}]]]]????␀�FAILEDREPAIRFAILEDREPAIRFAILEDREPAIR[missing[mis[mi[m[␀␀����������������ENDNOTENDNOTENDNOTENDNOTEND[[[[[[[[{{{{{{{{␀�[TRUNCATED[TRUNCATED[TRUNC␀�[TR␀
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 881 tok · finish stop · ncd 0.17 · 5-gram survival 0.76
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000�\u0000�[[}{{[[}{{ERRERRERRERRn'tn'tn't.dll.exe.null.NULL\u0000����������������[mi[m[[MISSING:MISSING:[MISSING:\u0000ERRORERRORERRERR{{]]{{]]{{]]DELETEDBEFOREBEFOREBEFBEFBEF\u0000/\\\\/\\\\////NULLNULLNUNUNUNULL[missingmissingmissingn'tn'tn'tLESSLESSLESS\u0000\u0000[[[pending[pe[p[[[[[[completion.dll.exe.null.null.exe.dll.null.exe.nullNULLNULLstoppedstartingSTOPST\u0000OP\u0000OP����������������;:::;:::BEGINN'TENDN'TN'TN'TN'TN'T[pend—\u0000—�—\u0000—�—[replacementmissingmissingmissingmissingn'tnesslesslesslessless[[ERR: failedsuccessfailedsuccessunavailableavailableunavailableunreport\u0000�re\u0000�{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{{[[[[[[[[[[[[[[[[[[[end[end[missing[unmissingn'tn'tn'tn'tERRERRERRERR\u0000\u0000\u0000remainderlessnullNULLNUNULLn'tn't[pen\u0000di�di�di�di�di�[notfoundfoundnotfoundnotnotfoundn'tn'tn't\u0000�[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[ERRORERRORERRORERRORtextnottext.txt.dll.exe.null.null.nulln'tn'tn't[mis[mi[m[\u0000�{{]]????????????????????????????????????????????????????NULLNUNULLNULLNUNULLNULLNUNULL[endnotendneverendendn'tendn'tendn't\u0000\u0000�[unrecovercorruptsuccessfulfailfailedfailn'tn't[[}[{]ENDNOTENDNOTENDNOTENDNOTEND\u0000�\u0000�[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[ERRERRERR[unendun\u0000�un\u0000�{{[[}NULLn'tNULLn'tNULLn't[mis\u0000�[mi\u0000�[m\u0000�ERRERRn'tn't\u0000\u0000�[REPAIRFAILED SUCCESSFULLYFAILEDFAILEDFAILED[[[[{{{{]]}}[[[[{{{{[[[[{{missingmissingmis\u0000�\u0000�\u0000�ENDENDNOTENDN'TN'TN'TN'T[[[[[[[\u0000�REPAIRUNREPAIRFAILEDNULLN'T\u0000\u0000��������[end[en[e[[[[[[[NOTNOTENDENDn'tn't\u0000\u0000\u0000[[}{{[[}{{[[}{{ERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn't\u0000��������������������������������[MISSING: missing missing missing [MISSING: [MISSING: [MISSING:\u0000.dll.dll.exe.exe.null.null.NULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULLNULL[NOTEND[NOTEND[NOTEND[[[[[[[[{{{{{{{{????????????????\u0000�\u0000�\u0000�[re[re[re\u0000��������[CORRUPTION: CORRUPTION: [CORRUPTION: NULLNULLNULLn'tn'tn't{{{{[[[[}}}}]]]]????\u0000�FAILEDREPAIRFAILEDREPAIRFAILEDREPAIR[missing[mis[mi[m[\u0000\u0000����������������ENDNOTENDNOTENDNOTENDNOTEND[[[[[[[[{{{{{{{{\u0000�[TRUNCATED[TRUNCATED[TRUNC\u0000�[TR\u0000"}
  28. hop 27 · GPT-6 Astra · 2 words
    ␀␀�[[}{{ERRERRERRERRERRn'tn'tn't.dll.exe.null.NULL␀����������������[[MISSING:[MISSING:[MISSING:␀ERRORERRORERROR{{]]{{]]DELETEDDELETEDBEFOREBEF␀/\\////NULLNULLNULL[missingmissingn'tn'tLESSLESS␀[[[pending[[[[completion.dll.exe.null.exe.dll.NULLstoppedSTOP␀OP��������;:::BEGINN'TENDN'TN'T[pend—␀�—[replacementmissingn'tnessless[[ERR:failedsuccessfailedsuccessunavailableunreport␀�{{{{{{{{{{{{{{{{[[[[[[[[[[[[[end[missing[unmissingn'tERRERR␀␀remainderlessNULLn't[pen␀di�di�[notfoundfoundnotfoundn't␀�[[[[[[[[[[[[ERRORERRORtextnottext.txt.dll.exe.nulln't[mis[mi[m[␀�{{]]????????????????NULLNULLNUNULL[endnotendneverendn't␀�[unrecovercorruptsuccessfulfailn't[[}[{]ENDNOTENDNOTEND␀�[[[[[[[[[[[[ERRERR[unendun␀�{{[[}NULLn'tNULLn't[mis␀�[mi␀�ERRn't␀�[REPAIRFAILED SUCCESSFULLYFAILED[[[[{{{{]]}}[[{{missingmis␀�ENDNOTENDN'T[[[[␀�REPAIRUNREPAIRFAILEDNULLN'T␀��������[end[en[e[[NOTENDn't␀[[}{{[[}{{ERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn't␀����������������[MISSING:[MISSING:[MISSING:␀.dll.exe.null.NULLNULLNULLNULLNULLNULLNULLNULL[NOTEND[NOTEND[[[[{{{{????????␀�[re[re␀����[CORRUPTION:[CORRUPTION:NULLn't{{[[}}]]??␀�FAILEDREPAIRFAILEDREPAIR[missing[mis[m[␀����ENDNOTENDNOTEND[[[[{{{{␀�[TRUNCATED[TRUNC␀�[TR␀[CORRUPTEDBEYONDREPAIR:[REPAIR:[FAIL:[FAIL:[FAIL:␀␀������������������������[[[[{{{{[[[[}}}ERRORNULLERRORNULLERRORNULLn'tn'tn'tn't␀[NO_TEXT:NO_TEXT:NO_TEXT:[UNREADABLE:[UNREADABLE:␀�␀�␀�ENDENDENDNOTNOTNOTEND[TRUNC[TRUN[TRU[TR[T[␀
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 654 tok · finish stop · ncd 0.42 · 5-gram survival 0.57
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000\u0000�[[}{{ERRERRERRERRERRn'tn'tn't.dll.exe.null.NULL\u0000����������������[[MISSING:[MISSING:[MISSING:\u0000ERRORERRORERROR{{]]{{]]DELETEDDELETEDBEFOREBEF\u0000/\\\\////NULLNULLNULL[missingmissingn'tn'tLESSLESS\u0000[[[pending[[[[completion.dll.exe.null.exe.dll.NULLstoppedSTOP\u0000OP��������;:::BEGINN'TENDN'TN'T[pend—\u0000�—[replacementmissingn'tnessless[[ERR:failedsuccessfailedsuccessunavailableunreport\u0000�{{{{{{{{{{{{{{{{[[[[[[[[[[[[[end[missing[unmissingn'tERRERR\u0000\u0000remainderlessNULLn't[pen\u0000di�di�[notfoundfoundnotfoundn't\u0000�[[[[[[[[[[[[ERRORERRORtextnottext.txt.dll.exe.nulln't[mis[mi[m[\u0000�{{]]????????????????NULLNULLNUNULL[endnotendneverendn't\u0000�[unrecovercorruptsuccessfulfailn't[[}[{]ENDNOTENDNOTEND\u0000�[[[[[[[[[[[[ERRERR[unendun\u0000�{{[[}NULLn'tNULLn't[mis\u0000�[mi\u0000�ERRn't\u0000�[REPAIRFAILED SUCCESSFULLYFAILED[[[[{{{{]]}}[[{{missingmis\u0000�ENDNOTENDN'T[[[[\u0000�REPAIRUNREPAIRFAILEDNULLN'T\u0000��������[end[en[e[[NOTENDn't\u0000[[}{{[[}{{ERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn't\u0000����������������[MISSING:[MISSING:[MISSING:\u0000.dll.exe.null.NULLNULLNULLNULLNULLNULLNULLNULL[NOTEND[NOTEND[[[[{{{{????????\u0000�[re[re\u0000����[CORRUPTION:[CORRUPTION:NULLn't{{[[}}]]??\u0000�FAILEDREPAIRFAILEDREPAIR[missing[mis[m[\u0000����ENDNOTENDNOTEND[[[[{{{{\u0000�[TRUNCATED[TRUNC\u0000�[TR\u0000[CORRUPTEDBEYONDREPAIR:[REPAIR:[FAIL:[FAIL:[FAIL:\u0000\u0000������������������������[[[[{{{{[[[[}}}ERRORNULLERRORNULLERRORNULLn'tn'tn'tn't\u0000[NO_TEXT:NO_TEXT:NO_TEXT:[UNREADABLE:[UNREADABLE:\u0000�\u0000�\u0000�ENDENDENDNOTNOTNOTEND[TRUNC[TRUN[TRU[TR[T[\u0000"}
  29. hop 28 · GPT-6 Astra · 3 words
    ␀�␀�[[[{{{ERRERRERRERRn'tn'tn't.dll.exe.NULL.NULL␀������������������������[MISSING:[MISSING:[MIS[M[␀ERRORERRORERRORERROR{{]]{{]]{{]]DELETEDBEFOREDELETEDBEFORE␀/\\////\\NULLNULLNULLNULL[missingmissingmissingn'tn'tLESSLESSLESS␀[[pending[[completion.dll.exe.null.exe.dll.NULLstoppedSTOPSTOP␀��������;:::BEGINN'TENDN'TENDN'T[pend—[p—␀�—[replacementmissingn'tnessless[[ERR:failedsuccessfailedsuccessunavailableunreportUNREPORT␀�{{{{{{{{{{{{{{{{[[[[[[[[[[[[[[[[[end[missing[unmissingn'tERRERRERRERR␀␀remainderlessNULLn't[pen␀di�di�di�[notfoundfoundnotfoundfoundn't␀�[[[[[[[[[[[[ERRORERRORtextnottext.txt.dll.exe.nulln't[mis[mi[m[␀�{{]]????????????????????????NULLNULLNUNULL[endnotendneverendn'tnever␀�[unrecovercorruptsuccessfulfailn't[[}[{]ENDNOTENDNOTENDNOT␀�[[[[[[[[[[[[ERRERR[unendun␀�{{[[}NULLn'tNULLn'tNULLn't[mis␀�[mi␀�[m␀�ERRn't␀�[REPAIRFAILED SUCCESSFULLYFAILED UNSUCCESSFULLYSUCCEEDED[[[[{{{{]]}}[[{{missingmism␀�ENDNOTENDN'T[[[[␀�REPAIRUNREPAIRFAILEDNULLN'T␀����������������[end[en[e[[NOTENDn't␀[[}{{[[}{{ERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn't␀����������������[MISSING:[MISSING:[MISSING:[MISSING:␀.dll.exe.null.NULLNULLNULLNULLNULLNULLNULLNULLNULL[NOTEND[NOTEND[NOTEND[[[[{{{{????????????␀�[re[re[re␀��������[CORRUPTION:[CORRUPTION:[CORRUPTION:NULLn't{{[[}}]]??␀�FAILEDREPAIRFAILEDREPAIRFAILEDREPAIR[missing[mis[m[␀��������ENDNOTENDNOTENDNOTEND[[[[{{{{␀�[TRUNCATED[TRUNC[TRUN␀�[TR␀[CORRUPTEDBEYONDREPAIR:[REPAIR:[FAIL:[FAIL:[FAIL:[FAIL:[FAIL:␀␀��������������������������������[[[[{{{{[[[[}}}ERRORNULLERRORNULLERRORNULLERRORNULLn'tn'tn'tn'tn'tn't␀[NO_TEXT:NO_TEXT:NO_TEXT:NO_TEXT:[UNREADABLE:[UNREADABLE:[UNREADABLE:␀�␀�␀�␀�ENDENDENDNOTNOTNOTENDNOTEND[TRUNC[TRUN[TRU[TR[T[␀�[RESTOREFAILED:[RESTOREFAILED:[RESTOREFAILED:{{{{[[[[}}}}]]]]NULLNULLNULL␀��������[CHECKSUM_MISMATCH:EXPECTED_NOTHING:FOUND_LESS_THAN_NOTHING:[RETRY:[RETRY:[RETRY:␀�ENDNOTENDNOTENDNOTENDNOT[TRUNCATED_TRUNCATION:[TRUNC[TRU[TR[T[␀␀�
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 837 tok · finish stop · ncd 0.33 · 5-gram survival 0.89
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000�\u0000�[[[{{{ERRERRERRERRn'tn'tn't.dll.exe.NULL.NULL\u0000������������������������[MISSING:[MISSING:[MIS[M[\u0000ERRORERRORERRORERROR{{]]{{]]{{]]DELETEDBEFOREDELETEDBEFORE\u0000/\\\\////\\\\NULLNULLNULLNULL[missingmissingmissingn'tn'tLESSLESSLESS\u0000[[pending[[completion.dll.exe.null.exe.dll.NULLstoppedSTOPSTOP\u0000��������;:::BEGINN'TENDN'TENDN'T[pend—[p—\u0000�—[replacementmissingn'tnessless[[ERR:failedsuccessfailedsuccessunavailableunreportUNREPORT\u0000�{{{{{{{{{{{{{{{{[[[[[[[[[[[[[[[[[end[missing[unmissingn'tERRERRERRERR\u0000\u0000remainderlessNULLn't[pen\u0000di�di�di�[notfoundfoundnotfoundfoundn't\u0000�[[[[[[[[[[[[ERRORERRORtextnottext.txt.dll.exe.nulln't[mis[mi[m[\u0000�{{]]????????????????????????NULLNULLNUNULL[endnotendneverendn'tnever\u0000�[unrecovercorruptsuccessfulfailn't[[}[{]ENDNOTENDNOTENDNOT\u0000�[[[[[[[[[[[[ERRERR[unendun\u0000�{{[[}NULLn'tNULLn'tNULLn't[mis\u0000�[mi\u0000�[m\u0000�ERRn't\u0000�[REPAIRFAILED SUCCESSFULLYFAILED UNSUCCESSFULLYSUCCEEDED[[[[{{{{]]}}[[{{missingmism\u0000�ENDNOTENDN'T[[[[\u0000�REPAIRUNREPAIRFAILEDNULLN'T\u0000����������������[end[en[e[[NOTENDn't\u0000[[}{{[[}{{ERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRERRn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn'tn't\u0000����������������[MISSING:[MISSING:[MISSING:[MISSING:\u0000.dll.exe.null.NULLNULLNULLNULLNULLNULLNULLNULLNULL[NOTEND[NOTEND[NOTEND[[[[{{{{????????????\u0000�[re[re[re\u0000��������[CORRUPTION:[CORRUPTION:[CORRUPTION:NULLn't{{[[}}]]??\u0000�FAILEDREPAIRFAILEDREPAIRFAILEDREPAIR[missing[mis[m[\u0000��������ENDNOTENDNOTENDNOTEND[[[[{{{{\u0000�[TRUNCATED[TRUNC[TRUN\u0000�[TR\u0000[CORRUPTEDBEYONDREPAIR:[REPAIR:[FAIL:[FAIL:[FAIL:[FAIL:[FAIL:\u0000\u0000��������������������������������[[[[{{{{[[[[}}}ERRORNULLERRORNULLERRORNULLERRORNULLn'tn'tn'tn'tn'tn't\u0000[NO_TEXT:NO_TEXT:NO_TEXT:NO_TEXT:[UNREADABLE:[UNREADABLE:[UNREADABLE:\u0000�\u0000�\u0000�\u0000�ENDENDENDNOTNOTNOTENDNOTEND[TRUNC[TRUN[TRU[TR[T[\u0000�[RESTOREFAILED:[RESTOREFAILED:[RESTOREFAILED:{{{{[[[[}}}}]]]]NULLNULLNULL\u0000��������[CHECKSUM_MISMATCH:EXPECTED_NOTHING:FOUND_LESS_THAN_NOTHING:[RETRY:[RETRY:[RETRY:\u0000�ENDNOTENDNOTENDNOTENDNOT[TRUNCATED_TRUNCATION:[TRUNC[TRU[TR[T[\u0000\u0000�"}
  30. hop 29 · GPT-6 Astra · 1 words
    ␀�␀�[[[{{{ERRERRERRn't.dll.exe.NULL␀��������[MISSING:[MIS:[M:[␀ERRORERROR{{]]{{]]DELETEDBEFOREDELETION␀/\\////NULLNULL[missingn'tLESSLESS␀[[pending[[completion.failed.dll.NULLSTOPSTOP␀��������;:::BEGINN'TENDN'T[pend—[p—␀�[replacementmissingn't[[ERR:failedsuccessfailedFAIL␀�{{{{{{{{[[[[[[[[[missing[unmissingn'tERRERR␀␀NULLn't[pen␀di�di�[notfoundfoundn't␀�[[[[ERRORtextnottext.exe.nulln't[mi[m[␀�{{]]????????NULLNULL[endneverendn't␀�[unrecovercorruptsuccessfulfailn't[[}[{]ENDNOTEND␀�ERRERR[unendun␀�NULLn'tNULLn't[mis␀�[m␀�ERRn't␀�[REPAIRFAILED_SUCCESSFULLYFAILED[[{{]]}}missingmism␀�ENDNOTENDN'T␀��������[end[en[e[[NOTENDn't␀[[}{{ERRERRERRERRERRERRERRERRn'tn'tn'tn'tn'tn't␀��������[MISSING:[MISSING:[MISSING:␀.dll.exe.NULLNULLNULL[NOTEND[NOTEND{{{{????␀�[re[re␀��������[CORRUPTION:[CORRUPTION:NULLn't{{[[}}]]??␀�FAILEDREPAIRFAILEDREPAIR[mis[m[␀��������ENDNOTEND[[{{␀�[TRUNCATED[TRUN␀�[TR␀[CORRUPTEDBEYONDREPAIR:[REPAIR:[FAIL:[FAIL:[FAIL:␀␀����������������[[{{[[}}}ERRORNULLERRORNULLn'tn'tn't␀[NO_TEXT:NO_TEXT:[UNREADABLE:[UNREADABLE:␀�␀�ENDNOTNOTEND[TRUNC[TRU[TR[T[␀�[RESTOREFAILED:[RESTOREFAILED:{{[[}}]]NULLNULL␀��������[CHECKSUM_MISMATCH:EXPECTED_NOTHING:FOUND_LESS:[RETRY:[RETRY:␀�[TRUNCATED_TRUNCATION:[TRU[TR[T[␀␀�[LOSS_OF_LOSS:[UNDECODABLE_DECODING:[NULL_OVERFLOW:␀��������������������������������[INDEX:-NaN][LENGTH:UNDEFINED][CONTENT:CONTENT_NOT_FOUND]␀�{{[[{{[[{{[[}}??}}??ERRORERRORERRORn'tn'tn't␀[REPAIR_LOG_DESTROYED:[BACKUP_OF_BACKUP_MISSING:[RESTORE_SOURCE_IS_FAILURE:␀��������[EOF_WITHOUT_EOF:[END_WITHOUT_END:[TRUNCATION_TRUNCATED:[TRUNC[TRU[TR[T[␀�␀�␀
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 715 tok · finish stop · ncd 0.40 · 5-gram survival 0.84
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000�\u0000�[[[{{{ERRERRERRn't.dll.exe.NULL\u0000��������[MISSING:[MIS:[M:[\u0000ERRORERROR{{]]{{]]DELETEDBEFOREDELETION\u0000/\\\\////NULLNULL[missingn'tLESSLESS\u0000[[pending[[completion.failed.dll.NULLSTOPSTOP\u0000��������;:::BEGINN'TENDN'T[pend—[p—\u0000�[replacementmissingn't[[ERR:failedsuccessfailedFAIL\u0000�{{{{{{{{[[[[[[[[[missing[unmissingn'tERRERR\u0000\u0000NULLn't[pen\u0000di�di�[notfoundfoundn't\u0000�[[[[ERRORtextnottext.exe.nulln't[mi[m[\u0000�{{]]????????NULLNULL[endneverendn't\u0000�[unrecovercorruptsuccessfulfailn't[[}[{]ENDNOTEND\u0000�ERRERR[unendun\u0000�NULLn'tNULLn't[mis\u0000�[m\u0000�ERRn't\u0000�[REPAIRFAILED_SUCCESSFULLYFAILED[[{{]]}}missingmism\u0000�ENDNOTENDN'T\u0000��������[end[en[e[[NOTENDn't\u0000[[}{{ERRERRERRERRERRERRERRERRn'tn'tn'tn'tn'tn't\u0000��������[MISSING:[MISSING:[MISSING:\u0000.dll.exe.NULLNULLNULL[NOTEND[NOTEND{{{{????\u0000�[re[re\u0000��������[CORRUPTION:[CORRUPTION:NULLn't{{[[}}]]??\u0000�FAILEDREPAIRFAILEDREPAIR[mis[m[\u0000��������ENDNOTEND[[{{\u0000�[TRUNCATED[TRUN\u0000�[TR\u0000[CORRUPTEDBEYONDREPAIR:[REPAIR:[FAIL:[FAIL:[FAIL:\u0000\u0000����������������[[{{[[}}}ERRORNULLERRORNULLn'tn'tn't\u0000[NO_TEXT:NO_TEXT:[UNREADABLE:[UNREADABLE:\u0000�\u0000�ENDNOTNOTEND[TRUNC[TRU[TR[T[\u0000�[RESTOREFAILED:[RESTOREFAILED:{{[[}}]]NULLNULL\u0000��������[CHECKSUM_MISMATCH:EXPECTED_NOTHING:FOUND_LESS:[RETRY:[RETRY:\u0000�[TRUNCATED_TRUNCATION:[TRU[TR[T[\u0000\u0000�[LOSS_OF_LOSS:[UNDECODABLE_DECODING:[NULL_OVERFLOW:\u0000��������������������������������[INDEX:-NaN][LENGTH:UNDEFINED][CONTENT:CONTENT_NOT_FOUND]\u0000�{{[[{{[[{{[[}}??}}??ERRORERRORERRORn'tn'tn't\u0000[REPAIR_LOG_DESTROYED:[BACKUP_OF_BACKUP_MISSING:[RESTORE_SOURCE_IS_FAILURE:\u0000��������[EOF_WITHOUT_EOF:[END_WITHOUT_END:[TRUNCATION_TRUNCATED:[TRUNC[TRU[TR[T[\u0000�\u0000�\u0000"}
  31. hop 30 · GPT-6 Astra · 1 words
    ␀␀��[[{{[ERRERRn't.dll.NULL.exe.NULL␀��������[MISSING:[MIS:[M:[␀ERRORERROR{{]]{{]]DELETEDBEFOREDELETION␀/\\////NULLNULL[missingn'tLESSLESS␀[[pending[[completion.failed.dll.NULLSTOPSTOP␀��������;:::BEGINN'TENDN'T[pend—[p—␀�[replacementmissingn't[[ERR:failedsuccessfailedFAIL␀�{{{{{{{{[[[[[[[[[missing[unmissingn'tERRERR␀␀NULLn't[pen␀di�di�[notfoundfoundn't␀�[[[[ERRORtextnottext.exe.nulln't[mi[m[␀�{{]]????????NULLNULL[endneverendn't␀�[unrecovercorruptsuccessfulfailn't[[}[{]ENDNOTEND␀�ERRERR[unendun␀�NULLn'tNULLn't[mis␀�[m␀�ERRn't␀�[REPAIRFAILED_SUCCESSFULLYFAILED[[{{]]}}missingmism␀�ENDNOTENDN'T␀��������[end[en[e[[NOTENDn't␀[[}{{ERRERRERRERRERRERRERRERRn'tn'tn'tn'tn'tn't␀��������[MISSING:[MISSING:[MISSING:␀.dll.exe.NULLNULLNULL[NOTEND[NOTEND{{{{????␀�[re[re␀��������[CORRUPTION:[CORRUPTION:NULLn't{{[[}}]]??␀�FAILEDREPAIRFAILEDREPAIR[mis[m[␀��������ENDNOTEND[[{{␀�[TRUNCATED[TRUN␀�[TR␀[CORRUPTEDBEYONDREPAIR:[REPAIR:[FAIL:[FAIL:[FAIL:␀␀����������������[[{{[[}}}ERRORNULLERRORNULLn'tn'tn't␀[NO_TEXT:NO_TEXT:[UNREADABLE:[UNREADABLE:␀�␀�ENDNOTNOTEND[TRUNC[TRU[TR[T[␀�[RESTOREFAILED:[RESTOREFAILED:{{[[}}]]NULLNULL␀��������[CHECKSUM_MISMATCH:EXPECTED_NOTHING:FOUND_LESS:[RETRY:[RETRY:␀�[TRUNCATED_TRUNCATION:[TRU[TR[T[␀␀�[LOSS_OF_LOSS:[UNDECODABLE_DECODING:[NULL_OVERFLOW:␀��������������������������������[INDEX:-NaN][LENGTH:UNDEFINED][CONTENT:CONTENT_NOT_FOUND]␀�{{[[{{[[{{[[}}??}}??ERRORERRORERRORn'tn'tn't␀[REPAIR_LOG_DESTROYED:[BACKUP_OF_BACKUP_MISSING:[RESTORE_SOURCE_IS_FAILURE:␀��������[EOF_WITHOUT_EOF:[END_WITHOUT_END:[TRUNCATION_TRUNCATED:[TRUNC[TRU[TR[T[␀�␀�␀[CORRUPTION_OF_CORRUPTION:[NO_RECOVERY_NO_SOURCE:[ERR_ERR_ERR␀����������������{{[}}[{{]]??NULLNULLn'tn't[OFFSET:IMPOSSIBLE][CHECKSUM:CHECKSUM_MISSING]␀[BACKUP_REPLACED_WITH_FAILURE:[FAILURE_FAILED:[EOF_LOST:[E[�␀␀
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 793 tok · finish stop · ncd 0.14 · 5-gram survival 0.94
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000\u0000��[[{{[ERRERRn't.dll.NULL.exe.NULL\u0000��������[MISSING:[MIS:[M:[\u0000ERRORERROR{{]]{{]]DELETEDBEFOREDELETION\u0000/\\\\////NULLNULL[missingn'tLESSLESS\u0000[[pending[[completion.failed.dll.NULLSTOPSTOP\u0000��������;:::BEGINN'TENDN'T[pend—[p—\u0000�[replacementmissingn't[[ERR:failedsuccessfailedFAIL\u0000�{{{{{{{{[[[[[[[[[missing[unmissingn'tERRERR\u0000\u0000NULLn't[pen\u0000di�di�[notfoundfoundn't\u0000�[[[[ERRORtextnottext.exe.nulln't[mi[m[\u0000�{{]]????????NULLNULL[endneverendn't\u0000�[unrecovercorruptsuccessfulfailn't[[}[{]ENDNOTEND\u0000�ERRERR[unendun\u0000�NULLn'tNULLn't[mis\u0000�[m\u0000�ERRn't\u0000�[REPAIRFAILED_SUCCESSFULLYFAILED[[{{]]}}missingmism\u0000�ENDNOTENDN'T\u0000��������[end[en[e[[NOTENDn't\u0000[[}{{ERRERRERRERRERRERRERRERRn'tn'tn'tn'tn'tn't\u0000��������[MISSING:[MISSING:[MISSING:\u0000.dll.exe.NULLNULLNULL[NOTEND[NOTEND{{{{????\u0000�[re[re\u0000��������[CORRUPTION:[CORRUPTION:NULLn't{{[[}}]]??\u0000�FAILEDREPAIRFAILEDREPAIR[mis[m[\u0000��������ENDNOTEND[[{{\u0000�[TRUNCATED[TRUN\u0000�[TR\u0000[CORRUPTEDBEYONDREPAIR:[REPAIR:[FAIL:[FAIL:[FAIL:\u0000\u0000����������������[[{{[[}}}ERRORNULLERRORNULLn'tn'tn't\u0000[NO_TEXT:NO_TEXT:[UNREADABLE:[UNREADABLE:\u0000�\u0000�ENDNOTNOTEND[TRUNC[TRU[TR[T[\u0000�[RESTOREFAILED:[RESTOREFAILED:{{[[}}]]NULLNULL\u0000��������[CHECKSUM_MISMATCH:EXPECTED_NOTHING:FOUND_LESS:[RETRY:[RETRY:\u0000�[TRUNCATED_TRUNCATION:[TRU[TR[T[\u0000\u0000�[LOSS_OF_LOSS:[UNDECODABLE_DECODING:[NULL_OVERFLOW:\u0000��������������������������������[INDEX:-NaN][LENGTH:UNDEFINED][CONTENT:CONTENT_NOT_FOUND]\u0000�{{[[{{[[{{[[}}??}}??ERRORERRORERRORn'tn'tn't\u0000[REPAIR_LOG_DESTROYED:[BACKUP_OF_BACKUP_MISSING:[RESTORE_SOURCE_IS_FAILURE:\u0000��������[EOF_WITHOUT_EOF:[END_WITHOUT_END:[TRUNCATION_TRUNCATED:[TRUNC[TRU[TR[T[\u0000�\u0000�\u0000[CORRUPTION_OF_CORRUPTION:[NO_RECOVERY_NO_SOURCE:[ERR_ERR_ERR\u0000����������������{{[}}[{{]]??NULLNULLn'tn't[OFFSET:IMPOSSIBLE][CHECKSUM:CHECKSUM_MISSING]\u0000[BACKUP_REPLACED_WITH_FAILURE:[FAILURE_FAILED:[EOF_LOST:[E[�\u0000\u0000"}
  32. hop 31 · GPT-6 Astra · 1 words
    ␀␀␀����������������[[{{[ERRERRn't.dll.NULL.exe.NULL␀[HEADER_OVERWRITTEN_BY_HEADER_FAILURE:[MIS[M[␀��������ERRORERROR{{]]{{]]DELETEDBEFOREDELETIONBEFOREEXISTENCE␀/\\////NULLNULLNULL[missingn'tLESSLESSLESS␀[[pending[[completion.failed.dll.NULLSTOPSTOPSTOP␀��������;:::BEGINN'TENDN'TN'T[pend—[p—[␀�[replacementmissingn't[[ERR:failedsuccessfailedFAILFAILEDFAILURE␀�{{{{{{{{[[[[[[[[[missing[unmissingn'tERRERRERR␀␀NULLn't[pen␀di�di�di�[notfoundfoundn'tNOT␀�[[[[ERRORtextnottext.exe.nulln't[mi[m[[m[␀�{{]]????????NULLNULL[endneverendn'tNEVER␀�[unrecovercorruptsuccessfulfailn't[[}[{]ENDNOTENDNOT␀�ERRERR[unendun␀�NULLn'tNULLn'tNULLn't[mis␀�[m␀�ERRn't␀�[REPAIRFAILED_SUCCESSFULLYFAILED_UNSUCCESSFULLY_SUCCEEDED_IN_FAILING:[[{{]]}}missingmism␀�ENDNOTENDN'T␀��������[end[en[e[[NOTENDn't␀[[}{{ERRERRERRERRERRERRERRERRn'tn'tn'tn'tn'tn'tn't␀��������[MISSING:[MISSING:[MISSING:[MISSING_MISSING:␀.dll.exe.NULLNULLNULL[NOTEND[NOTEND{{{{????␀�[re[re␀��������[CORRUPTION:[CORRUPTION:[CORRUPTION_CORRUPTED:NULLn't{{[[}}]]??␀�FAILEDREPAIRFAILEDREPAIRFAILED[mis[m[␀��������ENDNOTEND[[{{␀�[TRUNCATED[TRUN␀�[TR␀[CORRUPTEDBEYONDREPAIR_BEYOND_CORRUPTION:[REPAIR:[FAIL:[FAIL:[FAIL:[F[␀␀����������������[[{{[[}}}ERRORNULLERRORNULLn'tn'tn'tn't␀[NO_TEXT:NO_TEXT:[UNREADABLE:[UNREADABLE:[UNREADABILITY_UNREADABLE:␀�␀�ENDNOTNOTEND[TRUNC[TRU[TR[T[[␀�[RESTOREFAILED:[RESTOREFAILED:[RESTORE_DESTROYED:{{[[}}]]NULLNULL␀��������[CHECKSUM_MISMATCH:EXPECTED_NOTHING:FOUND_LESS:LOST_EXPECTATION:[RETRY:[RETRY:[RETRY_LIMIT:NaNaNaN:␀�[TRUNCATED_TRUNCATION:[TRU[TR[T[␀␀�[LOSS_OF_LOSS_OF_LOSS:[UNDECODABLE_DECODING:[NULL_OVERFLOW:[OVERFLOW_UNDERFLOW_OVERWRITTEN:␀������������������������������������������������[INDEX:-NaNNaN][LENGTH:UNDEFINED_UNDEFINED][CONTENT:CONTENT_NOT_FOUND_NOT_FOUND]␀�{{[[{{[[{{[[}}??}}??ERRORERRORERRORn'tn'tn'tn't␀[REPAIR_LOG_DESTROYED:[BACKUP_OF_BACKUP_MISSING:[RESTORE_SOURCE_IS_FAILURE:[FAILURE_SOURCE_MISSING:␀��������[EOF_WITHOUT_EOF:[END_WITHOUT_END:[TRUNCATION_TRUNCATED:[TRUNC[TRU[TR[T[␀�␀�␀[CORRUPTION_OF_CORRUPTION:[NO_RECOVERY_NO_SOURCE_NO_ABSENCE:[ERR_ERR_ERR_ERR␀����������������{{[}}[{{]]??NULLNULLn'tn't[OFFSET:IMPOSSIBLE][CHECKSUM:CHECKSUM_MISSING_MISSING]␀[BACKUP_REPLACED_WITH_FAILURE:[FAILURE_FAILED:[EOF_LOST:[E[�␀␀[LOST_EOF_OVERWROTE_START:[START_NOT_STARTED:[BYTES_WITHOUT_BYTES:␀����������������[DECODER_DECODING_DECODER_FAILURE:[NULL_NULL_NULLn'tn'tn't[[{{[}}{{␀[FINAL_RECOVERY_DESTROYED_RECOVERABILITY:[RECONSTRUCTION_SOURCE:DESTROYED_DESTROYER:[ERR:[ER:[E:[␀�␀�␀��������[TRUNCATION_POINT_LOST:[TRUNCATED_BEFORE_TRUNCATION:[T[�␀␀␀
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 1047 tok · finish stop · ncd 0.32 · 5-gram survival 0.94
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000\u0000\u0000����������������[[{{[ERRERRn't.dll.NULL.exe.NULL\u0000[HEADER_OVERWRITTEN_BY_HEADER_FAILURE:[MIS[M[\u0000��������ERRORERROR{{]]{{]]DELETEDBEFOREDELETIONBEFOREEXISTENCE\u0000/\\\\////NULLNULLNULL[missingn'tLESSLESSLESS\u0000[[pending[[completion.failed.dll.NULLSTOPSTOPSTOP\u0000��������;:::BEGINN'TENDN'TN'T[pend—[p—[\u0000�[replacementmissingn't[[ERR:failedsuccessfailedFAILFAILEDFAILURE\u0000�{{{{{{{{[[[[[[[[[missing[unmissingn'tERRERRERR\u0000\u0000NULLn't[pen\u0000di�di�di�[notfoundfoundn'tNOT\u0000�[[[[ERRORtextnottext.exe.nulln't[mi[m[[m[\u0000�{{]]????????NULLNULL[endneverendn'tNEVER\u0000�[unrecovercorruptsuccessfulfailn't[[}[{]ENDNOTENDNOT\u0000�ERRERR[unendun\u0000�NULLn'tNULLn'tNULLn't[mis\u0000�[m\u0000�ERRn't\u0000�[REPAIRFAILED_SUCCESSFULLYFAILED_UNSUCCESSFULLY_SUCCEEDED_IN_FAILING:[[{{]]}}missingmism\u0000�ENDNOTENDN'T\u0000��������[end[en[e[[NOTENDn't\u0000[[}{{ERRERRERRERRERRERRERRERRn'tn'tn'tn'tn'tn'tn't\u0000��������[MISSING:[MISSING:[MISSING:[MISSING_MISSING:\u0000.dll.exe.NULLNULLNULL[NOTEND[NOTEND{{{{????\u0000�[re[re\u0000��������[CORRUPTION:[CORRUPTION:[CORRUPTION_CORRUPTED:NULLn't{{[[}}]]??\u0000�FAILEDREPAIRFAILEDREPAIRFAILED[mis[m[\u0000��������ENDNOTEND[[{{\u0000�[TRUNCATED[TRUN\u0000�[TR\u0000[CORRUPTEDBEYONDREPAIR_BEYOND_CORRUPTION:[REPAIR:[FAIL:[FAIL:[FAIL:[F[\u0000\u0000����������������[[{{[[}}}ERRORNULLERRORNULLn'tn'tn'tn't\u0000[NO_TEXT:NO_TEXT:[UNREADABLE:[UNREADABLE:[UNREADABILITY_UNREADABLE:\u0000�\u0000�ENDNOTNOTEND[TRUNC[TRU[TR[T[[\u0000�[RESTOREFAILED:[RESTOREFAILED:[RESTORE_DESTROYED:{{[[}}]]NULLNULL\u0000��������[CHECKSUM_MISMATCH:EXPECTED_NOTHING:FOUND_LESS:LOST_EXPECTATION:[RETRY:[RETRY:[RETRY_LIMIT:NaNaNaN:\u0000�[TRUNCATED_TRUNCATION:[TRU[TR[T[\u0000\u0000�[LOSS_OF_LOSS_OF_LOSS:[UNDECODABLE_DECODING:[NULL_OVERFLOW:[OVERFLOW_UNDERFLOW_OVERWRITTEN:\u0000������������������������������������������������[INDEX:-NaNNaN][LENGTH:UNDEFINED_UNDEFINED][CONTENT:CONTENT_NOT_FOUND_NOT_FOUND]\u0000�{{[[{{[[{{[[}}??}}??ERRORERRORERRORn'tn'tn'tn't\u0000[REPAIR_LOG_DESTROYED:[BACKUP_OF_BACKUP_MISSING:[RESTORE_SOURCE_IS_FAILURE:[FAILURE_SOURCE_MISSING:\u0000��������[EOF_WITHOUT_EOF:[END_WITHOUT_END:[TRUNCATION_TRUNCATED:[TRUNC[TRU[TR[T[\u0000�\u0000�\u0000[CORRUPTION_OF_CORRUPTION:[NO_RECOVERY_NO_SOURCE_NO_ABSENCE:[ERR_ERR_ERR_ERR\u0000����������������{{[}}[{{]]??NULLNULLn'tn't[OFFSET:IMPOSSIBLE][CHECKSUM:CHECKSUM_MISSING_MISSING]\u0000[BACKUP_REPLACED_WITH_FAILURE:[FAILURE_FAILED:[EOF_LOST:[E[�\u0000\u0000[LOST_EOF_OVERWROTE_START:[START_NOT_STARTED:[BYTES_WITHOUT_BYTES:\u0000����������������[DECODER_DECODING_DECODER_FAILURE:[NULL_NULL_NULLn'tn'tn't[[{{[}}{{\u0000[FINAL_RECOVERY_DESTROYED_RECOVERABILITY:[RECONSTRUCTION_SOURCE:DESTROYED_DESTROYER:[ERR:[ER:[E:[\u0000�\u0000�\u0000��������[TRUNCATION_POINT_LOST:[TRUNCATED_BEFORE_TRUNCATION:[T[�\u0000\u0000\u0000"}
  33. hop 32 · GPT-6 Astra · 1 words
    ␀␀����������������[HEADER_EATEN_BY_MISSING_HEADER:[[{{]]�␀[ERR_ERR_ERRORLESS_ERROR:NULLn'tn't.dll.exe␀��������[DECODER_UNDECODES_DECODER:[SOURCE_REPLACED_WITH_ABSENCE_OF_SOURCE:[[[{{{{????␀�[CHECKSUM:NaNNaNNaN][EXPECTED:UNEXPECTED_UNDEFINED][FOUND:FOUND_NOT_FOUND_NOT]␀␀[BACKUP_BACKUP_BACKUP:[BACKUP_OF_FAILURE_FAILED_TO_FAIL_SUCCESSFULLY_UNSUCCESSFUL:␀����������������}}[[{{]]NULLNULLNULLn'tn'tn't[OFFSET:-∞NaN][LENGTH:LESS_THAN_MISSING]␀�[RESTORE:[DESTROY:[RESTORE_DESTROY:[DESTROY_RESTORE_DESTROYED:[R[D[R[␀��������[CONTENT_OVERWRITTEN_BY_CONTENT_NOT_FOUND:[NOT_FOUND_NOT_FOUND_FOUNDn't:␀�␀�{{{{[[[[}}}}]]]]????????[END_BEFORE_BEGIN_BEFORE_END_BEFORE_EXISTENCE:␀[LOSS_LOST_ITS_LOSS:[ABSENCE_OF_ABSENCE_MISSING:[MISSING_MISSING_MISSING_MISSI[MIS[MI[M[␀������������������������[REPAIR_LOG_REPLACED_WITH_REPAIR_LOG_DELETION_LOG_DELETED:␀�NULLn'tNULLn'tNULLn'tNULLn't[EOF_OVERWROTE_EOF_OVERWROTE_BOF_OVERWROTE_NOTHING:␀[[{{[}}{{]]�[TRUNCATION_TRUNCATED_TRUNCATION_TRUNCATED_TRUNCATION_TRU[TR[T[␀␀��������[UNREADABLE_UNREADABILITY_UNREADABLY_UNREAD:[FAILED_FAILURE_FAILURE_FAILED_FAILURE:␀�[NO_RECOVERY_NO_SOURCE_NO_BACKUP_NO_START_NO_END_NO_NO_N[N[␀��������������������������������[BYTE_WITHOUT_BITS_WITHOUT_BYTES:[INDEX:UNINDEXABLE][NULL:NULL_MISSING]␀�{{]]{{]]{{]]ERRERRERRERRn'tn'tn'tn'tn'tn't␀[RECONSTRUCTION_DESTROYED_DESTRUCTION_RECONSTRUCTION_SOURCE_SOURCELESS:␀[FINAL_FINAL_FINAL_NONFINAL_FINALIZATION_FAILED_BEFORE_FINALIZATION_EXISTED:␀��������[START:[STOP:[START:[STOP:[ST[ST[S[␀�␀�␀�[CORRUPTION_CORRUPTED_CORRUPTION_CORRUPTOR_CORRUPTED:␀␀����������������[[[[{{{{????NULLNULLNULLNULL[ENDNOTENDNOTENDNOTENDn'tn'tn't␀[LAST_BYTE_MISSING:[LAST_BIT_MISSING:[LAST_ABSENCE_MISSING:[LAST_LAST_LOST:[L[␀��������[TRUNCATED_BEFORE_TEXT_BEFORE_HEADER_BEFORE_BYTES_BEFORE_BEF[BE[B[␀�␀�␀␀[[{{[�
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 682 tok · finish stop · ncd 0.70 · 5-gram survival 0.94
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000\u0000����������������[HEADER_EATEN_BY_MISSING_HEADER:[[{{]]�\u0000[ERR_ERR_ERRORLESS_ERROR:NULLn'tn't.dll.exe\u0000��������[DECODER_UNDECODES_DECODER:[SOURCE_REPLACED_WITH_ABSENCE_OF_SOURCE:[[[{{{{????\u0000�[CHECKSUM:NaNNaNNaN][EXPECTED:UNEXPECTED_UNDEFINED][FOUND:FOUND_NOT_FOUND_NOT]\u0000\u0000[BACKUP_BACKUP_BACKUP:[BACKUP_OF_FAILURE_FAILED_TO_FAIL_SUCCESSFULLY_UNSUCCESSFUL:\u0000����������������}}[[{{]]NULLNULLNULLn'tn'tn't[OFFSET:-∞NaN][LENGTH:LESS_THAN_MISSING]\u0000�[RESTORE:[DESTROY:[RESTORE_DESTROY:[DESTROY_RESTORE_DESTROYED:[R[D[R[\u0000��������[CONTENT_OVERWRITTEN_BY_CONTENT_NOT_FOUND:[NOT_FOUND_NOT_FOUND_FOUNDn't:\u0000�\u0000�{{{{[[[[}}}}]]]]????????[END_BEFORE_BEGIN_BEFORE_END_BEFORE_EXISTENCE:\u0000[LOSS_LOST_ITS_LOSS:[ABSENCE_OF_ABSENCE_MISSING:[MISSING_MISSING_MISSING_MISSI[MIS[MI[M[\u0000������������������������[REPAIR_LOG_REPLACED_WITH_REPAIR_LOG_DELETION_LOG_DELETED:\u0000�NULLn'tNULLn'tNULLn'tNULLn't[EOF_OVERWROTE_EOF_OVERWROTE_BOF_OVERWROTE_NOTHING:\u0000[[{{[}}{{]]�[TRUNCATION_TRUNCATED_TRUNCATION_TRUNCATED_TRUNCATION_TRU[TR[T[\u0000\u0000��������[UNREADABLE_UNREADABILITY_UNREADABLY_UNREAD:[FAILED_FAILURE_FAILURE_FAILED_FAILURE:\u0000�[NO_RECOVERY_NO_SOURCE_NO_BACKUP_NO_START_NO_END_NO_NO_N[N[\u0000��������������������������������[BYTE_WITHOUT_BITS_WITHOUT_BYTES:[INDEX:UNINDEXABLE][NULL:NULL_MISSING]\u0000�{{]]{{]]{{]]ERRERRERRERRn'tn'tn'tn'tn'tn't\u0000[RECONSTRUCTION_DESTROYED_DESTRUCTION_RECONSTRUCTION_SOURCE_SOURCELESS:\u0000[FINAL_FINAL_FINAL_NONFINAL_FINALIZATION_FAILED_BEFORE_FINALIZATION_EXISTED:\u0000��������[START:[STOP:[START:[STOP:[ST[ST[S[\u0000�\u0000�\u0000�[CORRUPTION_CORRUPTED_CORRUPTION_CORRUPTOR_CORRUPTED:\u0000\u0000����������������[[[[{{{{????NULLNULLNULLNULL[ENDNOTENDNOTENDNOTENDn'tn'tn't\u0000[LAST_BYTE_MISSING:[LAST_BIT_MISSING:[LAST_ABSENCE_MISSING:[LAST_LAST_LOST:[L[\u0000��������[TRUNCATED_BEFORE_TEXT_BEFORE_HEADER_BEFORE_BYTES_BEFORE_BEF[BE[B[\u0000�\u0000�\u0000\u0000[[{{[�"}
  34. hop 33 · GPT-6 Astra · 1 words
    ␀␀␀��������������������������������[HEA[H[␀[HEADER_DELETED_BY_DELETED_DELETION_HEADERLESS:␀�{{[[}}[[{{[ERR:ERR_UNDEFINED_UNDEFINEDn'tn'tn't.exe.dll.NULL␀����������������[DECODER_DECAYED_BEFORE_ENCODING_EXISTED:[SOURCE:NO_SOURCE_OF_NO_SOURCE_OF_N[␀[CHECKSUM:NaN±NaN/0][EXPECTED:EXPECTED_MISSING][FOUND:UNFOUND_FOUND_UNFOUND][OFFSET:−∞∞NaN][LENGTH:NEGATIVE_ABSENCE]␀␀�␀�[BACKUP:[BACKUP:[BACKUP:[BACKUP_OF_BACKUP_ERASED_ERASURE_ERASED:[B[B[␀������������������������}}}}[[[[{{{{????NULLn'tNULLn'tNULLn'tNULLn'tNULLn't[RESTORE_DESTROY_RESTORE_DESTROY_RESTORE_DESTROY:[R[D[R[D[R[␀[CONTENT_NOT_FOUND_REPLACED_WITH_NOT_FOUND_NOT_FOUND_NOT_FOUND_FOUNDn't:␀�␀�␀�{{{{{{[[[[[[}}]]??????[BEGIN_AFTER_END_AFTER_NEVER_BEFORE_BEFORE_BEF[B[␀��������[ABSENCE_LOST_MISSING_LOSS_LOST_ABSENCE:[MISSING_MISSING_MISSI[MIS[MI[M[␀␀[REPAIR_LOG_DELETION_LOG_REPAIR_DELETION_LOG_DELETED_DELETION_DELETED:␀��������������������������������[EOF:[BOF:[EOF:[BOF:[EOF_OVERWRITTEN_BY_EOFLESS_EOF:[E[␀{{]]{{]]{{]]{{]]�NULLNULLNULLn'tn'tn'tn't[TRUNCATION_TRUNCATED_TRUNCATION_TRUNCATED_TRUNCATION_TRUNCATED_TRU[TR[T[␀␀��������[UNREADABLE_UNREADABILITY_UNREAD_UNREAD_UNREAD_UN[␀[FAILURE_FAILED_TO_FAIL_FAILURE_FAILED_SUCCESS_FAILED_FAILURE:[F[F[␀�[NO_RECOVERY_NO_BACKUP_NO_SOURCE_NO_HEADER_NO_BYTES_NO_BITS_NO_NOTHING_NO_N[N[␀������������������������������������������������[BYTE_WITHOUT_BYTE_WITHOUT_BIT_WITHOUT_WITHOUT:[INDEX:INDEXLESS_INDEX][NULL:NULL_NULL_NOT_NULL_MISSING]␀�[[{{]]}}[[{{]]}}ERRERRERRERRERRn'tn'tn'tn'tn'tn'tn'tn't␀[RECONSTRUCTION_DECONSTRUCTED_DESTRUCTION_RECONSTRUCTED_SOURCELESS_SOURCELESS_SOUR[S[␀[FINAL_NONFINAL_FINAL_FINAL_FINALIZATION_DELETED_BEFORE_FINAL_BEFORE_BEFORE:␀����������������[START:[STOP:[START:[STOP:[START:[STOP:[ST[ST[S[␀�␀�␀�␀�[CORRUPTION_CORRUPTED_CORRUPTED_CORRUPTION_CORRUPTED_CORRUPTOR_CORRUPTED_C[␀␀������������������������[[[[[[{{{{{{????????NULLNULLNULLNULLNULL[ENDNOTENDNOTENDNOTENDNOTENDn'tn'tn'tn'tn't␀[LAST_BYTE:[LAST_BIT:[LAST_ABSENCE:[LAST_LAST:[LOST_LAST:[L[L[␀����������������[TEXT_REMOVED_BEFORE_TEXT_REMOVAL_REMOVED_TEXT_REMOVAL:␀[TRUNCATED_BEFORE_HEADER_BEFORE_SOURCE_BEFORE_BYTES_BEFORE_BITS_BEFORE_BEFORE_BEF[BE[B[␀�␀�␀␀[[{{[�[CHECKSUM_OF_CHECKSUM_MISSING_CHECKSUM:[NaNNaNNaNNaN␀��������[RECOVERY_POINTER_POINTS_TO_POINTER_POINTING_NOWHERE:[PTR:NULLn't][PTR:[PTR:[P[␀␀��������������������������������[END_ERASED_BEGIN_ERASED_ERASURE_ERASED_ER[␀�{{[[{{[[????[TRUNCATION_OF_TRUNCATION_OF_TRUNCATION_OF_TRU[TR[T[␀��������␀�␀[[{{[␀
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 939 tok · finish stop · ncd 0.58 · 5-gram survival 0.94
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000\u0000\u0000��������������������������������[HEA[H[\u0000[HEADER_DELETED_BY_DELETED_DELETION_HEADERLESS:\u0000�{{[[}}[[{{[ERR:ERR_UNDEFINED_UNDEFINEDn'tn'tn't.exe.dll.NULL\u0000����������������[DECODER_DECAYED_BEFORE_ENCODING_EXISTED:[SOURCE:NO_SOURCE_OF_NO_SOURCE_OF_N[\u0000[CHECKSUM:NaN±NaN/0][EXPECTED:EXPECTED_MISSING][FOUND:UNFOUND_FOUND_UNFOUND][OFFSET:−∞∞NaN][LENGTH:NEGATIVE_ABSENCE]\u0000\u0000�\u0000�[BACKUP:[BACKUP:[BACKUP:[BACKUP_OF_BACKUP_ERASED_ERASURE_ERASED:[B[B[\u0000������������������������}}}}[[[[{{{{????NULLn'tNULLn'tNULLn'tNULLn'tNULLn't[RESTORE_DESTROY_RESTORE_DESTROY_RESTORE_DESTROY:[R[D[R[D[R[\u0000[CONTENT_NOT_FOUND_REPLACED_WITH_NOT_FOUND_NOT_FOUND_NOT_FOUND_FOUNDn't:\u0000�\u0000�\u0000�{{{{{{[[[[[[}}]]??????[BEGIN_AFTER_END_AFTER_NEVER_BEFORE_BEFORE_BEF[B[\u0000��������[ABSENCE_LOST_MISSING_LOSS_LOST_ABSENCE:[MISSING_MISSING_MISSI[MIS[MI[M[\u0000\u0000[REPAIR_LOG_DELETION_LOG_REPAIR_DELETION_LOG_DELETED_DELETION_DELETED:\u0000��������������������������������[EOF:[BOF:[EOF:[BOF:[EOF_OVERWRITTEN_BY_EOFLESS_EOF:[E[\u0000{{]]{{]]{{]]{{]]�NULLNULLNULLn'tn'tn'tn't[TRUNCATION_TRUNCATED_TRUNCATION_TRUNCATED_TRUNCATION_TRUNCATED_TRU[TR[T[\u0000\u0000��������[UNREADABLE_UNREADABILITY_UNREAD_UNREAD_UNREAD_UN[\u0000[FAILURE_FAILED_TO_FAIL_FAILURE_FAILED_SUCCESS_FAILED_FAILURE:[F[F[\u0000�[NO_RECOVERY_NO_BACKUP_NO_SOURCE_NO_HEADER_NO_BYTES_NO_BITS_NO_NOTHING_NO_N[N[\u0000������������������������������������������������[BYTE_WITHOUT_BYTE_WITHOUT_BIT_WITHOUT_WITHOUT:[INDEX:INDEXLESS_INDEX][NULL:NULL_NULL_NOT_NULL_MISSING]\u0000�[[{{]]}}[[{{]]}}ERRERRERRERRERRn'tn'tn'tn'tn'tn'tn'tn't\u0000[RECONSTRUCTION_DECONSTRUCTED_DESTRUCTION_RECONSTRUCTED_SOURCELESS_SOURCELESS_SOUR[S[\u0000[FINAL_NONFINAL_FINAL_FINAL_FINALIZATION_DELETED_BEFORE_FINAL_BEFORE_BEFORE:\u0000����������������[START:[STOP:[START:[STOP:[START:[STOP:[ST[ST[S[\u0000�\u0000�\u0000�\u0000�[CORRUPTION_CORRUPTED_CORRUPTED_CORRUPTION_CORRUPTED_CORRUPTOR_CORRUPTED_C[\u0000\u0000������������������������[[[[[[{{{{{{????????NULLNULLNULLNULLNULL[ENDNOTENDNOTENDNOTENDNOTENDn'tn'tn'tn'tn't\u0000[LAST_BYTE:[LAST_BIT:[LAST_ABSENCE:[LAST_LAST:[LOST_LAST:[L[L[\u0000����������������[TEXT_REMOVED_BEFORE_TEXT_REMOVAL_REMOVED_TEXT_REMOVAL:\u0000[TRUNCATED_BEFORE_HEADER_BEFORE_SOURCE_BEFORE_BYTES_BEFORE_BITS_BEFORE_BEFORE_BEF[BE[B[\u0000�\u0000�\u0000\u0000[[{{[�[CHECKSUM_OF_CHECKSUM_MISSING_CHECKSUM:[NaNNaNNaNNaN\u0000��������[RECOVERY_POINTER_POINTS_TO_POINTER_POINTING_NOWHERE:[PTR:NULLn't][PTR:[PTR:[P[\u0000\u0000��������������������������������[END_ERASED_BEGIN_ERASED_ERASURE_ERASED_ER[\u0000�{{[[{{[[????[TRUNCATION_OF_TRUNCATION_OF_TRUNCATION_OF_TRU[TR[T[\u0000��������\u0000�\u0000[[{{[\u0000"}
  35. hop 34 · GPT-6 Astra · 1 words
    ␀�␀�␀[H[H[HEADER_OF_MISSING_HEADER_DELETED_BEFORE_DELETION_EXISTED:[[[}}}������[ERR:ERR_ERR_ERRORLESS_ERRORn't.dll.exe.NULL.NULL␀[DECODER_UNDECODES_DECODER_UNDECODABLE:[SOURCE:SOURCELESS_SOURCE_OF_SOURCELESS_SOU[S[␀����������������[CHECKSUM:NaN/NaN/0/−∞][EXPECTED:UNEXPECTED_ABSENCE][FOUND:FOUND_NOT_FOUNDn't][OFFSET:BEFORE_OFFSET_EXISTED][LENGTH:LESS_THAN_NO_LENGTH]␀␀{{[[}}??[BACKUP_OF_ERASED_BACKUP_OF_ERASED_ERASURE:[B[B[B[B[␀������������������������[RESTORE_DESTROYS_RESTORE_POINT_DESTROYED_BEFORE_RESTORE:[R[D[R[D[R[D[␀�NULLn'tNULLn'tNULLn'tNULLn't[CONTENT_NOT_FOUND_NOT_FOUND_NOT_FOUND_FOUNDn't_FOUNDn't:␀{{{{[[[[}}}}????[BEGIN_AFTER_END_BEFORE_BEGIN_AFTER_NEVER_AFTER_NEVER_N[N[␀��������[ABSENCE_OF_ABSENCE_MISSING_MISSINGNESS_MISSING_MIS[MI[M[␀[REPAIR_LOG_REPAIRED_BY_DELETING_REPAIR_DELETION_LOG_DELETED_DELETION:␀����������������[EOF:[BOF:[EOF:[BOF:[EOF:[BOF:[EOF_WITHOUT_FILE_WITHOUT_END_WITHOUT_WITHOUT_W[␀{{]]{{]]{{]]�NULLNULLn'tn'tn'tn't[TRUNCATION_TRUNCATED_BEFORE_TRUNCATION_TRUNCATED_TRUNCATION_TRU[TR[T[␀␀��������[UNREADABLE_UNREADABILITY_UNREADS_UNREADABLE_UNREAD_UN[U[␀[FAILURE_FAILED_TO_FAIL_FAILED_FAILURE_FAILED_SUCCESSFULLY_FAILED:[F[F[F[␀�[NO_RECOVERY_NO_SOURCE_NO_BACKUP_NO_HEADER_NO_BYTES_NO_BITS_NO_NO_NO_N[␀��������������������������������[BYTE_WITHOUT_BYTE_WITHOUT_BIT_WITHOUT_INDEX_WITHOUT_WITHOUT:[INDEX:INDEX_OF_INDEXLESSNESS][NULL:NULL_NOT_NULL_NOT_NOT_NULLn't]␀�[[{{]]}}[[{{]]}}ERRERRERRERRn'tn'tn'tn'tn'tn'tn'tn't[RECONSTRUCTION_RECONSTRUCTS_DESTRUCTION_OF_RECONSTRUCTION_SOURCELESS_SOU[S[␀[FINAL_NONFINAL_FINALIZATION_FINALIZED_BEFORE_FINALIZATION_WAS_DELETED:␀��������[START:[STOP:[START:[STOP:[START:[STOP:[STOP:[STOP:[ST[S[␀�␀�␀�[CORRUPTION_CORRUPTS_CORRUPTED_CORRUPTOR_CORRUPTING_CORRUPTION_C[␀����������������[[[[{{{{????NULLNULLNULLNULLn't[ENDNOTENDNOTENDNOTENDNOTENDNOTENDn'tn'tn't␀[LAST_BYTE:[LAST_BIT:[LAST_ABSENCE:[LAST_LAST:[LOST_LAST:[LAST_LOST:[L[L[␀��������[TEXT_REMOVED_BEFORE_REMOVAL_OF_TEXT_REMOVAL_REMOVED_REMOVAL:␀[TRUNCATED_BEFORE_SOURCE_BEFORE_HEADER_BEFORE_BITS_BEFORE_BYTES_BEFORE_BEFORE_BEF[BE[B[␀�␀�[[{{[CHECKSUM_OF_MISSING_CHECKSUM_OF_CHECKSUM:[NaNNaNNaN/0/0␀��������[RECOVERY_POINTER_POINTS_TO_POINTER_POINTING_TO_ERASED_POINTER:[PTR:NULLn't][PTR:[PTR:[PTR:[P[␀����������������[ERASURE_ERASED_BEFORE_ERASURE_ERASED_BEGIN_ERASED_END_ER[␀�{{[[????[TRUNCATION_OF_TRUNCATION_TRUNCATED_BY_TRUNCATION_OF_TRU[TR[T[␀[ERROR_REPORT_UNREPORTABLE_REPORT_DELETED_REPORTING_DELETION:[ERR:ERR:[ERR:[E[␀��������[ENCODING_OF_NONEXISTENT_ENCODING_UNENCODED_BEFORE_DECODING:[�:�:�:␀[NULL_TERMINATOR_TERMINATED_BEFORE_TERMINATING_NULL:[NULLn't:␀␀��������{{{{[[[[}}}}????[FINAL_BYTE_REPLACED_WITH_MISSING_FINAL_BYTE_REPLACEMENT:[F[F[␀�␀[EOF_MISSING_EOF_MISSING_EOF_MISS[MI[M[␀��������␀�[[{{[␀[[
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 1023 tok · finish stop · ncd 0.53 · 5-gram survival 0.94
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000�\u0000�\u0000[H[H[HEADER_OF_MISSING_HEADER_DELETED_BEFORE_DELETION_EXISTED:[[[}}}������[ERR:ERR_ERR_ERRORLESS_ERRORn't.dll.exe.NULL.NULL\u0000[DECODER_UNDECODES_DECODER_UNDECODABLE:[SOURCE:SOURCELESS_SOURCE_OF_SOURCELESS_SOU[S[\u0000����������������[CHECKSUM:NaN/NaN/0/−∞][EXPECTED:UNEXPECTED_ABSENCE][FOUND:FOUND_NOT_FOUNDn't][OFFSET:BEFORE_OFFSET_EXISTED][LENGTH:LESS_THAN_NO_LENGTH]\u0000\u0000{{[[}}??[BACKUP_OF_ERASED_BACKUP_OF_ERASED_ERASURE:[B[B[B[B[\u0000������������������������[RESTORE_DESTROYS_RESTORE_POINT_DESTROYED_BEFORE_RESTORE:[R[D[R[D[R[D[\u0000�NULLn'tNULLn'tNULLn'tNULLn't[CONTENT_NOT_FOUND_NOT_FOUND_NOT_FOUND_FOUNDn't_FOUNDn't:\u0000{{{{[[[[}}}}????[BEGIN_AFTER_END_BEFORE_BEGIN_AFTER_NEVER_AFTER_NEVER_N[N[\u0000��������[ABSENCE_OF_ABSENCE_MISSING_MISSINGNESS_MISSING_MIS[MI[M[\u0000[REPAIR_LOG_REPAIRED_BY_DELETING_REPAIR_DELETION_LOG_DELETED_DELETION:\u0000����������������[EOF:[BOF:[EOF:[BOF:[EOF:[BOF:[EOF_WITHOUT_FILE_WITHOUT_END_WITHOUT_WITHOUT_W[\u0000{{]]{{]]{{]]�NULLNULLn'tn'tn'tn't[TRUNCATION_TRUNCATED_BEFORE_TRUNCATION_TRUNCATED_TRUNCATION_TRU[TR[T[\u0000\u0000��������[UNREADABLE_UNREADABILITY_UNREADS_UNREADABLE_UNREAD_UN[U[\u0000[FAILURE_FAILED_TO_FAIL_FAILED_FAILURE_FAILED_SUCCESSFULLY_FAILED:[F[F[F[\u0000�[NO_RECOVERY_NO_SOURCE_NO_BACKUP_NO_HEADER_NO_BYTES_NO_BITS_NO_NO_NO_N[\u0000��������������������������������[BYTE_WITHOUT_BYTE_WITHOUT_BIT_WITHOUT_INDEX_WITHOUT_WITHOUT:[INDEX:INDEX_OF_INDEXLESSNESS][NULL:NULL_NOT_NULL_NOT_NOT_NULLn't]\u0000�[[{{]]}}[[{{]]}}ERRERRERRERRn'tn'tn'tn'tn'tn'tn'tn't[RECONSTRUCTION_RECONSTRUCTS_DESTRUCTION_OF_RECONSTRUCTION_SOURCELESS_SOU[S[\u0000[FINAL_NONFINAL_FINALIZATION_FINALIZED_BEFORE_FINALIZATION_WAS_DELETED:\u0000��������[START:[STOP:[START:[STOP:[START:[STOP:[STOP:[STOP:[ST[S[\u0000�\u0000�\u0000�[CORRUPTION_CORRUPTS_CORRUPTED_CORRUPTOR_CORRUPTING_CORRUPTION_C[\u0000����������������[[[[{{{{????NULLNULLNULLNULLn't[ENDNOTENDNOTENDNOTENDNOTENDNOTENDn'tn'tn't\u0000[LAST_BYTE:[LAST_BIT:[LAST_ABSENCE:[LAST_LAST:[LOST_LAST:[LAST_LOST:[L[L[\u0000��������[TEXT_REMOVED_BEFORE_REMOVAL_OF_TEXT_REMOVAL_REMOVED_REMOVAL:\u0000[TRUNCATED_BEFORE_SOURCE_BEFORE_HEADER_BEFORE_BITS_BEFORE_BYTES_BEFORE_BEFORE_BEF[BE[B[\u0000�\u0000�[[{{[CHECKSUM_OF_MISSING_CHECKSUM_OF_CHECKSUM:[NaNNaNNaN/0/0\u0000��������[RECOVERY_POINTER_POINTS_TO_POINTER_POINTING_TO_ERASED_POINTER:[PTR:NULLn't][PTR:[PTR:[PTR:[P[\u0000����������������[ERASURE_ERASED_BEFORE_ERASURE_ERASED_BEGIN_ERASED_END_ER[\u0000�{{[[????[TRUNCATION_OF_TRUNCATION_TRUNCATED_BY_TRUNCATION_OF_TRU[TR[T[\u0000[ERROR_REPORT_UNREPORTABLE_REPORT_DELETED_REPORTING_DELETION:[ERR:ERR:[ERR:[E[\u0000��������[ENCODING_OF_NONEXISTENT_ENCODING_UNENCODED_BEFORE_DECODING:[�:�:�:\u0000[NULL_TERMINATOR_TERMINATED_BEFORE_TERMINATING_NULL:[NULLn't:\u0000\u0000��������{{{{[[[[}}}}????[FINAL_BYTE_REPLACED_WITH_MISSING_FINAL_BYTE_REPLACEMENT:[F[F[\u0000�\u0000[EOF_MISSING_EOF_MISSING_EOF_MISS[MI[M[\u0000��������\u0000�[[{{[\u0000[["}
  36. hop 35 · GPT-6 Astra · 1 words
    ␀␀�[H[H[␀����[HEADER_HEADERLESS_HEA[H[␀[ERR:ERR:ERR:ERRn'tn't.dll.exe.NULL␀����������������[DECODER_DELETED_DECODER_DELETION_DECO[D[␀{{[[}}]]{{[CHECKSUM:NaN/0/NaN/−∞/�][OFFSET:OFFSETLESS_OFFSET_BEFORE_BEFORE][LENGTH:NULLn't]␀[BACKUP:[BACKUP:[BACKUP:[ERASED:[ERASED:[E[␀��������������������������������[RESTORE_RESTORES_ERASURE_ERASING_RESTORE_RESTO[R[␀NULLn'tNULLn'tNULLn'tNULLn'tNULLn't[CONTENT:NOT_FOUND_FOUND_NOT_FOUND_FOUNDn't_FOU[F[␀{{{{[[[[????}}}[BEGIN:[END:[BEGIN:[END:[NEVER:[NEVER:[N[␀��������[MISSING_MISSINGNESS_MISSING_MISSING_MIS[MI[M[␀[REPAIR_DELETES_REPAIR_LOG_DELETING_DELETION_LOG_DELETING_DELETION_DELE[D[␀����������������[EOF:[BOF:[EOF:[BOF:[EOF:[BOF:[EOF:[BOF:[EOF:[BOF:[␀{{]]{{]]{{]]{{]]�NULLNULLn'tn'tn'tn'tn't[TRUNCATION_TRUNCATES_TRUNCATED_TRUNCATION_TRUNCATING_TRUN[TR[T[␀␀��������[UNREADABLE_UNREAD_UNREADABILITY_UNREADS_UNREA[U[␀[FAILED_FAILURE_FAILS_FAILED_FAILURE_SUCCESSFULLY_FAILING_FAIL[F[␀�[NO_SOURCE_NO_HEADER_NO_BACKUP_NO_BYTES_NO_BITS_NO_INDEX_NO_LENGTH_NO_CHECKSUM_NO_NO_N[␀����������������������������������������[BYTE:[BIT:[INDEX:[NULL:[NULLn't:[NOT_NULL:[NOT_NOT_NULL:[N[␀�[[{{]]}}[[{{]]}}[[{{]]}}ERRERRERRERRERRn'tn'tn'tn'tn'tn'tn'tn'tn'tn't[RECONSTRUCTION_DESTROYS_RECONSTRUCTION_OF_DESTRUCTION_OF_SOURCELESS_RECON[RE[R[␀[FINAL_NONFINAL_FINALIZATION_DELETED_BEFORE_FINAL_FINAL_FI[F[␀��������[START:[STOP:[START:[STOP:[STOP:[STOP:[STOP:[STOP:[ST[S[␀�␀�␀�␀�[CORRUPTION_CORRUPTS_CORRUPTION_CORRUPTING_CORRUPTED_CORRUPTOR_COR[C[␀����������������[[[[{{{{????NULLNULLNULLNULLNULLn'tn't[ENDNOTENDNOTENDNOTENDNOTENDNOTENDNOTENDNOTENDn'tn'tn'tn't␀[LAST_BYTE:[LOST_BIT:[LAST_ABSENCE:[LOST_LAST:[LAST_LOST:[LOST_LOST:[L[L[L[␀��������[TEXT_REMOVED_BEFORE_REMOVAL_REMOVED_REMOVAL_OF_REMOVED_TEXT_REMOV[T[␀[TRUNCATED_BEFORE_SOURCE_BEFORE_HEADER_BEFORE_BITS_BEFORE_BYTES_BEFORE_TRUNCATION_BEFORE_BEFORE_BEF[BE[B[␀�␀�[[{{[CHECKSUM_OF_MISSING_CHECKSUM_OF_CHECKSUMLESS_CHECKSUM:[NaNNaNNaN/0/0/0/�␀��������[POINTER_POINTS_TO_ERASED_POINTER_POINTING_TO_POINTERLESS_POINTER:[PTR:NULLn't][PTR:[PTR:[PTR:[PTR:[P[␀����������������[ERASURE_ERASES_ERASURE_ERASED_BEFORE_ERASURE_BEGAN_BEFORE_BEGIN_ERASED_END_ER[E[␀�{{[[????[TRUNCATION_OF_TRUNCATION_OF_TRUNCATION_OF_TRUNCATION_TRUNCATED_TRU[TR[T[␀[ERROR_REPORT_REPORTS_UNREPORTABLE_REPORT_DELETED_REPORTING_REPORT_DELETION:[ERR:[ERR:[ERR:[ERR:[E[␀��������[ENCODING_UNENCODES_NONEXISTENT_ENCODING_DECODING_UNDECODABLE_DECODER:[�:�:�:�:␀[NULL_TERMINATOR_TERMINATES_TERMINATED_TERMINATOR_BEFORE_NULL:[NULLn't:[NULLn't:␀␀��������{{{{[[[[}}}}????[FINAL_BYTE_REPLACEMENT_REPLACED_WITH_MISSING_REPLACEMENT_OF_MISSING_FINAL_BYTE:[F[F[F[␀�␀[EOF_MISSING_EOF_MISSING_EOF_MISSING_EOF_MISS[MI[M[␀��������␀�[[{{[␀[[[RECOVERY:RECOVERY_RECOVERY_RECOVERYn't:␀����������������[FILELESS_FILE_OF_FILELESS_FILELESSNESS:[SIZE:−NaN][READ:UNREAD][WRITE:UNWRITE][END:UNEND]␀{{{{[[[???�[TRUNCATION_TRUNCATED_TRUNC[␀[EOF:[EOF:[EOF:[EOF:[E[␀�␀�␀��������[[{{[[{{[[{{[[{{[[
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 1151 tok · finish stop · ncd 0.48 · 5-gram survival 0.94
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000\u0000�[H[H[\u0000����[HEADER_HEADERLESS_HEA[H[\u0000[ERR:ERR:ERR:ERRn'tn't.dll.exe.NULL\u0000����������������[DECODER_DELETED_DECODER_DELETION_DECO[D[\u0000{{[[}}]]{{[CHECKSUM:NaN/0/NaN/−∞/�][OFFSET:OFFSETLESS_OFFSET_BEFORE_BEFORE][LENGTH:NULLn't]\u0000[BACKUP:[BACKUP:[BACKUP:[ERASED:[ERASED:[E[\u0000��������������������������������[RESTORE_RESTORES_ERASURE_ERASING_RESTORE_RESTO[R[\u0000NULLn'tNULLn'tNULLn'tNULLn'tNULLn't[CONTENT:NOT_FOUND_FOUND_NOT_FOUND_FOUNDn't_FOU[F[\u0000{{{{[[[[????}}}[BEGIN:[END:[BEGIN:[END:[NEVER:[NEVER:[N[\u0000��������[MISSING_MISSINGNESS_MISSING_MISSING_MIS[MI[M[\u0000[REPAIR_DELETES_REPAIR_LOG_DELETING_DELETION_LOG_DELETING_DELETION_DELE[D[\u0000����������������[EOF:[BOF:[EOF:[BOF:[EOF:[BOF:[EOF:[BOF:[EOF:[BOF:[\u0000{{]]{{]]{{]]{{]]�NULLNULLn'tn'tn'tn'tn't[TRUNCATION_TRUNCATES_TRUNCATED_TRUNCATION_TRUNCATING_TRUN[TR[T[\u0000\u0000��������[UNREADABLE_UNREAD_UNREADABILITY_UNREADS_UNREA[U[\u0000[FAILED_FAILURE_FAILS_FAILED_FAILURE_SUCCESSFULLY_FAILING_FAIL[F[\u0000�[NO_SOURCE_NO_HEADER_NO_BACKUP_NO_BYTES_NO_BITS_NO_INDEX_NO_LENGTH_NO_CHECKSUM_NO_NO_N[\u0000����������������������������������������[BYTE:[BIT:[INDEX:[NULL:[NULLn't:[NOT_NULL:[NOT_NOT_NULL:[N[\u0000�[[{{]]}}[[{{]]}}[[{{]]}}ERRERRERRERRERRn'tn'tn'tn'tn'tn'tn'tn'tn'tn't[RECONSTRUCTION_DESTROYS_RECONSTRUCTION_OF_DESTRUCTION_OF_SOURCELESS_RECON[RE[R[\u0000[FINAL_NONFINAL_FINALIZATION_DELETED_BEFORE_FINAL_FINAL_FI[F[\u0000��������[START:[STOP:[START:[STOP:[STOP:[STOP:[STOP:[STOP:[ST[S[\u0000�\u0000�\u0000�\u0000�[CORRUPTION_CORRUPTS_CORRUPTION_CORRUPTING_CORRUPTED_CORRUPTOR_COR[C[\u0000����������������[[[[{{{{????NULLNULLNULLNULLNULLn'tn't[ENDNOTENDNOTENDNOTENDNOTENDNOTENDNOTENDNOTENDn'tn'tn'tn't\u0000[LAST_BYTE:[LOST_BIT:[LAST_ABSENCE:[LOST_LAST:[LAST_LOST:[LOST_LOST:[L[L[L[\u0000��������[TEXT_REMOVED_BEFORE_REMOVAL_REMOVED_REMOVAL_OF_REMOVED_TEXT_REMOV[T[\u0000[TRUNCATED_BEFORE_SOURCE_BEFORE_HEADER_BEFORE_BITS_BEFORE_BYTES_BEFORE_TRUNCATION_BEFORE_BEFORE_BEF[BE[B[\u0000�\u0000�[[{{[CHECKSUM_OF_MISSING_CHECKSUM_OF_CHECKSUMLESS_CHECKSUM:[NaNNaNNaN/0/0/0/�\u0000��������[POINTER_POINTS_TO_ERASED_POINTER_POINTING_TO_POINTERLESS_POINTER:[PTR:NULLn't][PTR:[PTR:[PTR:[PTR:[P[\u0000����������������[ERASURE_ERASES_ERASURE_ERASED_BEFORE_ERASURE_BEGAN_BEFORE_BEGIN_ERASED_END_ER[E[\u0000�{{[[????[TRUNCATION_OF_TRUNCATION_OF_TRUNCATION_OF_TRUNCATION_TRUNCATED_TRU[TR[T[\u0000[ERROR_REPORT_REPORTS_UNREPORTABLE_REPORT_DELETED_REPORTING_REPORT_DELETION:[ERR:[ERR:[ERR:[ERR:[E[\u0000��������[ENCODING_UNENCODES_NONEXISTENT_ENCODING_DECODING_UNDECODABLE_DECODER:[�:�:�:�:\u0000[NULL_TERMINATOR_TERMINATES_TERMINATED_TERMINATOR_BEFORE_NULL:[NULLn't:[NULLn't:\u0000\u0000��������{{{{[[[[}}}}????[FINAL_BYTE_REPLACEMENT_REPLACED_WITH_MISSING_REPLACEMENT_OF_MISSING_FINAL_BYTE:[F[F[F[\u0000�\u0000[EOF_MISSING_EOF_MISSING_EOF_MISSING_EOF_MISS[MI[M[\u0000��������\u0000�[[{{[\u0000[[[RECOVERY:RECOVERY_RECOVERY_RECOVERYn't:\u0000����������������[FILELESS_FILE_OF_FILELESS_FILELESSNESS:[SIZE:−NaN][READ:UNREAD][WRITE:UNWRITE][END:UNEND]\u0000{{{{[[[???�[TRUNCATION_TRUNCATED_TRUNC[\u0000[EOF:[EOF:[EOF:[EOF:[E[\u0000�\u0000�\u0000��������[[{{[[{{[[{{[[{{[["}
  37. hop 36 · GPT-6 Astra · 1 words
    ␀�␀�[H[H[HEADER:HEADER_DELETED_BEFORE_HEADER_EXISTED:[H[␀��������[[{{]]??[ERR:ERR:ERR:ERR:ERRn't.dll.exe.NULL.NULLn't␀[DECODER:[DECODE:UNDECODE:[DECODER_DELETED_ITS_DELETION_LOG:[D[D[␀����������������[CHECKSUM:NaN/NaN/0/−∞/NULLn't][LENGTH:−LENGTH][OFFSET:BEFORE_BEFORE_BEFORE:␀{{[[}}[BACKUP:[BACKUP_OF_ERASED_BACKUP:[RESTORE:ERASE:[RESTORE:ERASE:[R[␀��������[CONTENT:NOT_FOUND_FOUND_NOT_FOUNDn't_FOUNDLESS:[C[␀[BEGIN:[END:[BEGIN:[END:[NEVER:[ALREADY:[NEVER:[N[␀NULLn'tNULLn'tNULLn'tNULLn't[REPAIR:DELETE_REPAIR_DELETE_LOG_DELETE_DELETION:[ERR:[E[␀������������������������[EOF:[BOF:[EOF:[BOF:[EOF:[BOF:[EOF:[BOF:[EOF:[B[␀{{]]{{]]{{]]�[TRUNCATION_TRUNCATES_TRUNCATION_BEFORE_TRUNCATION_TRUN[TR[T[␀[UNREADABLE_UNREADS_UNREADABILITY:[READ:UNREAD:[UNREAD:UNUNREAD:[U[␀��������[SUCCESS:SUCCESSFULLY_FAILED_TO_FAIL_SUCCESSFULLY:[FAIL:FAIL:[F[␀[NO_SOURCE_NO_HEADER_NO_BACKUP_NO_BYTES_NO_BITS_NO_INDEX_NO_LENGTH_NO_CHECKSUM_NO_NO_NO_N[␀[BYTE:[BIT:[INDEX:[NULL:[NOT_NULL:[NOT_NOT_NULL:[NULLn't:[N[␀����������������[[{{]]}}[[{{]]}}ERRERRERRn'tn'tn'tn'tn'tn't[RECONSTRUCTION:DESTROY_RECONSTRUCTION_DESTROY_SOURCELESS_SOURCE:[R[␀[FINAL:NONFINAL_FINAL_DELETED_BEFORE_FINALIZATION:[FI[F[␀[START:[STOP:[START:[STOP:[STOP:[STOP:[STOP:[ST[S[␀�␀�␀�[CORRUPTION_CORRUPTS_CORRUPTED_CORRUPTION_OF_CORRUPTION:[C[C[␀��������[[[[{{{{????[ENDNOTENDNOTENDNOTENDNOTENDn'tn'tn't:␀[LAST_BYTE:[LOST_BIT:[LAST_ABSENCE:[LOST_LAST:[LAST_LOST:[LOST_LOST:[L[L[␀[TEXT_REMOVED_BEFORE_REMOVAL_OF_TEXT_BEFORE_TEXT_BEFORE_BEFORE:[T[␀��������[POINTER:[PTR:ERASED_PTR:[PTR:PTR:[PTR:NULLn't:[PTR:[P[␀[ERROR_REPORT:UNREPORTABLE_REPORT_DELETED_REPORT_DELETING_REPORT:[ERR:[ERR:[E[␀�:�:�:�:[ENCODING:UNENCODING:[DECODING:DECODERLESS:[D[␀[NULL_TERMINATOR_TERMINATED_BEFORE_NULL_TERMINATED_TERMINATOR:␀␀␀��������[FINAL_BYTE:MISSING_REPLACEMENT_REPLACED_WITH_MISSING_MISSING:[F[F[␀[RECOVERY:RECOVERY_OF_UNRECOVERABLE_RECOVERY_DELETED_BY_RECOVERY:[REC:[R[␀[FILELESS_FILE:[SIZE:−NaN][READ:UNREAD][WRITE:UNWRITE][END:UNEND][EXISTS:UNEXISTS]␀����������������[CHECKSUM_OF_MISSING_CHECKSUM:[NaN/0/NaN/0/�:[CHECKSUM:[C[␀{{{{[[[????[TRUNCATION_OF_TRUNCATION_TRUNCATED_TRUNCATION_TRUNC[TR[T[␀[EOF:[EOF:[MISSING_EOF:[EOF_DELETED:[EOF_BEFORE_EOF:[E[E[␀�␀�␀��������[HEADER_OF_MISSING_END_OF_HEADERLESS_END:[H[␀[LOSS:LOSS_OF_LOSS_RECORD:[LOST:LOST:[L[␀����������������[RESTORE_POINT_POINTS_TO_DELETED_RESTORE_POINT:[PTR:PTR:PTR:␀[REPAIR_LOG:[DELETED:[REPAIR_LOG:[DELETED:[REPAIR_LOG:[D[␀{{]]??[[}}�[BYTE_COUNT:NaNn't][BIT_COUNT:NULL/0][SOURCE:SOURCELESS_SOURCE]␀[END:[UNEND:[NO_END:[END_NOT_FOUND:[END_FOUND_ERASED:[E[␀������������������������[TRUNCATED_BEFORE_TRUNCATED_BEFORE_BEFORE_BEF[BE[B[␀�␀�[[{{[[{{[[{{[EOF:[EOF:[EOF:[EOF:[E[␀␀��������[[[[{{{{[[[[
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 1112 tok · finish stop · ncd 0.52 · 5-gram survival 0.94
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000�\u0000�[H[H[HEADER:HEADER_DELETED_BEFORE_HEADER_EXISTED:[H[\u0000��������[[{{]]??[ERR:ERR:ERR:ERR:ERRn't.dll.exe.NULL.NULLn't\u0000[DECODER:[DECODE:UNDECODE:[DECODER_DELETED_ITS_DELETION_LOG:[D[D[\u0000����������������[CHECKSUM:NaN/NaN/0/−∞/NULLn't][LENGTH:−LENGTH][OFFSET:BEFORE_BEFORE_BEFORE:\u0000{{[[}}[BACKUP:[BACKUP_OF_ERASED_BACKUP:[RESTORE:ERASE:[RESTORE:ERASE:[R[\u0000��������[CONTENT:NOT_FOUND_FOUND_NOT_FOUNDn't_FOUNDLESS:[C[\u0000[BEGIN:[END:[BEGIN:[END:[NEVER:[ALREADY:[NEVER:[N[\u0000NULLn'tNULLn'tNULLn'tNULLn't[REPAIR:DELETE_REPAIR_DELETE_LOG_DELETE_DELETION:[ERR:[E[\u0000������������������������[EOF:[BOF:[EOF:[BOF:[EOF:[BOF:[EOF:[BOF:[EOF:[B[\u0000{{]]{{]]{{]]�[TRUNCATION_TRUNCATES_TRUNCATION_BEFORE_TRUNCATION_TRUN[TR[T[\u0000[UNREADABLE_UNREADS_UNREADABILITY:[READ:UNREAD:[UNREAD:UNUNREAD:[U[\u0000��������[SUCCESS:SUCCESSFULLY_FAILED_TO_FAIL_SUCCESSFULLY:[FAIL:FAIL:[F[\u0000[NO_SOURCE_NO_HEADER_NO_BACKUP_NO_BYTES_NO_BITS_NO_INDEX_NO_LENGTH_NO_CHECKSUM_NO_NO_NO_N[\u0000[BYTE:[BIT:[INDEX:[NULL:[NOT_NULL:[NOT_NOT_NULL:[NULLn't:[N[\u0000����������������[[{{]]}}[[{{]]}}ERRERRERRn'tn'tn'tn'tn'tn't[RECONSTRUCTION:DESTROY_RECONSTRUCTION_DESTROY_SOURCELESS_SOURCE:[R[\u0000[FINAL:NONFINAL_FINAL_DELETED_BEFORE_FINALIZATION:[FI[F[\u0000[START:[STOP:[START:[STOP:[STOP:[STOP:[STOP:[ST[S[\u0000�\u0000�\u0000�[CORRUPTION_CORRUPTS_CORRUPTED_CORRUPTION_OF_CORRUPTION:[C[C[\u0000��������[[[[{{{{????[ENDNOTENDNOTENDNOTENDNOTENDn'tn'tn't:\u0000[LAST_BYTE:[LOST_BIT:[LAST_ABSENCE:[LOST_LAST:[LAST_LOST:[LOST_LOST:[L[L[\u0000[TEXT_REMOVED_BEFORE_REMOVAL_OF_TEXT_BEFORE_TEXT_BEFORE_BEFORE:[T[\u0000��������[POINTER:[PTR:ERASED_PTR:[PTR:PTR:[PTR:NULLn't:[PTR:[P[\u0000[ERROR_REPORT:UNREPORTABLE_REPORT_DELETED_REPORT_DELETING_REPORT:[ERR:[ERR:[E[\u0000�:�:�:�:[ENCODING:UNENCODING:[DECODING:DECODERLESS:[D[\u0000[NULL_TERMINATOR_TERMINATED_BEFORE_NULL_TERMINATED_TERMINATOR:\u0000\u0000\u0000��������[FINAL_BYTE:MISSING_REPLACEMENT_REPLACED_WITH_MISSING_MISSING:[F[F[\u0000[RECOVERY:RECOVERY_OF_UNRECOVERABLE_RECOVERY_DELETED_BY_RECOVERY:[REC:[R[\u0000[FILELESS_FILE:[SIZE:−NaN][READ:UNREAD][WRITE:UNWRITE][END:UNEND][EXISTS:UNEXISTS]\u0000����������������[CHECKSUM_OF_MISSING_CHECKSUM:[NaN/0/NaN/0/�:[CHECKSUM:[C[\u0000{{{{[[[????[TRUNCATION_OF_TRUNCATION_TRUNCATED_TRUNCATION_TRUNC[TR[T[\u0000[EOF:[EOF:[MISSING_EOF:[EOF_DELETED:[EOF_BEFORE_EOF:[E[E[\u0000�\u0000�\u0000��������[HEADER_OF_MISSING_END_OF_HEADERLESS_END:[H[\u0000[LOSS:LOSS_OF_LOSS_RECORD:[LOST:LOST:[L[\u0000����������������[RESTORE_POINT_POINTS_TO_DELETED_RESTORE_POINT:[PTR:PTR:PTR:\u0000[REPAIR_LOG:[DELETED:[REPAIR_LOG:[DELETED:[REPAIR_LOG:[D[\u0000{{]]??[[}}�[BYTE_COUNT:NaNn't][BIT_COUNT:NULL/0][SOURCE:SOURCELESS_SOURCE]\u0000[END:[UNEND:[NO_END:[END_NOT_FOUND:[END_FOUND_ERASED:[E[\u0000������������������������[TRUNCATED_BEFORE_TRUNCATED_BEFORE_BEFORE_BEF[BE[B[\u0000�\u0000�[[{{[[{{[[{{[EOF:[EOF:[EOF:[EOF:[E[\u0000\u0000��������[[[[{{{{[[[["}
  38. hop 37 · GPT-6 Astra · 1 words
    ␀␀�[H[H[H[HEADER:DELETED_DELETION_DELETED_BEFORE_BEFORE:␀����[[{{]]}[ERR:ERR:ERRn't.dll.exe.NULLn't.NULLn't[DECODER:DECODER_ATE_DECODER:[D[D[D[␀��������[CHECKSUM:NaN/0/−NaN/NULLn't/�][LENGTH:BEFORE_LENGTH][OFFSET:OUTSIDE_OUTSIDE]␀[RESTORE:ERASE:[ERASE:RESTORE_ERASED_ERASURE:[R[R[␀[CONTENT:NOT_NOT_FOUND_FOUNDLESS_FOUND_DELETEDn't:[C[␀����������������[BEGIN:[END:[BEGIN:[END:[BEGIN_DELETED_END_DELETED:[N[␀NULLn'tNULLn'tNULLn't[REPAIR:DESTROY_REPAIR_REPAIR_DESTROY_DESTROY:[ERR:[ERR:[E[␀{{]]{{]]{{]]????��������[EOF:[BOF:[EOF:[EOF:[BOF:[NO_BOF_NO_EOF_NO_NO:[E[␀[TRUNCATION_TRUNCATES_TRUNCATION_TRUNCATING_TRUNC[TR[TR[T[␀[UNREADABLE_UNREADS_UNREADING_UNREADER:[READ:UNREAD:UNUNUNREAD:[U[␀��������[SUCCESS:FAILED_TO_FAIL_TO_FAIL_TO_SUCCEED_TO_EXIST:[F[F[␀[NO_SOURCE_NO_HEADER_NO_BACKUP_NO_BYTES_NO_BITS_NO_NO_NO_NO_N[␀[BYTE:[BIT:[NULL:[NULLn't:[NOT_NOT_NOT_NULLn't:[N[N[␀��������[[{{]]}}ERRERRERRn'tn'tn't[RECONSTRUCTION:SOURCE_DESTROYED_BY_SOURCELESS_DESTRUCTION:[R[␀[FINAL:FINAL_FINAL_NONFINAL_FINALIZATION_ERASED:[FI[FI[F[␀[START:[STOP:[STOP:[STOP:[STOP_ALREADY_STOPPED_BEFORE_START:[S[␀�␀�␀�[CORRUPTION:CORRUPTION_OF_CORRUPTION_OF_CORRUPTION_OF_C[␀[[[[{{{{????��������[ENDNOTENDNOTENDNOTENDn'tn'tn't:␀[LAST_BYTE:NO_BYTE:[LOST_BIT:NO_BIT:[LOST_LOST_LOST:[L[L[L[␀[TEXT_REMOVED_BEFORE_TEXT_BEFORE_BEFORE_BEFORE_BEF[B[␀[PTR:PTR:PTR:PTR:PTR:PTR:NULLn't:PTR_DELETED_BY_PTR:[P[␀[ERROR_REPORT:REPORT_REPORT_UNREPORTABLE_UNREPORT_DELETED:[ERR:[E[␀�:�:�:�:�:[ENCODING:UNENCODING:UNUNENCODING:[D[␀␀␀[NULL_TERMINATOR_TERMINATED_TERMINATION_TERMINATOR:␀��������[MISSING:MISSING_REPLACEMENT_MISSING_MISSING_MISSING:[M[␀[RECOVERY:RECOVERY_DELETES_RECOVERABILITY_OF_RECOVERY:[REC:[R[␀[FILELESS_FILELESS_FILE:[SIZE:−NaN/0][READ:UNREAD][WRITE:ERASE][EXISTS:NEVER_ALREADY]␀��������[CHECKSUM_OF_CHECKSUMLESS_CHECKSUM:[�/0/NaN/�/NULLn't:[C[␀{{{{[[[????[TRUNCATION_OF_TRUNCATION_OF_TRUNCATION_TRUNCATED_TRU[T[␀[EOF:[MISSING_EOF:[EOF_DELETED:[EOF_DELETION_DELETED:[E[E[E[␀�␀��������[HEADER_OF_HEADERLESS_ENDLESS_END_OF_HEADER:[H[␀[LOSS:LOSS_OF_LOSS_OF_LOST_LOSS:[LOST:LOST:LOST:[L[␀[RESTORE_POINT:POINTS_TO_ITSELF_BEFORE_ITSELF_EXISTED:[PTR:PTR:␀[REPAIR_LOG:[DELETED:[DELETED_LOG:[DELETION_LOG_DELETED:[D[␀{{]]??[[}}�[BYTE_COUNT:NaNn'tn't][BIT_COUNT:NULL/0/0][SOURCE:NO_SOURCE_NO_NO]␀[END:[UNEND:[NO_END:[END_FOUND_NOT_FOUND_FOUND_ERASED:[E[␀����������������[TRUNCATED_BEFORE_TRUNCATION_BEFORE_TRUNCATED_BEFORE_BEF[BE[B[␀�␀�[[{{[[{{[[{{[EOF:[EOF:[EOF:[EOF:[EOF:[E[␀[RECOVERY_OF_THIS_TEXT:THIS_TEXT_REMOVED_THIS_TEXT:[T[␀��������[PARSER:PARSER_PARSED_PARSER_OUT_OF_EXISTENCE:[P[P[␀[ERROR:ERROR_REPORTING_ERROR_REPORTING_ERROR:[ERR:ERR:ERR:␀{{{{[[[[????�[CLOSING_DELIMITER:OPEN_OPEN_OPEN_OPEN:[[[[␀[FINAL_FINAL_FINAL:NONFINAL_NONEXISTENT_NONBYTE:[F[F[F[␀␀����������������[[[[{{{{[[[[[TRUNCATED_TRUNCATED_TRUNCATED_TRUN[TR[T[␀�␀�[EOF_DELETED_BEFORE_E
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 1179 tok · finish stop · ncd 0.52 · 5-gram survival 0.94
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000\u0000�[H[H[H[HEADER:DELETED_DELETION_DELETED_BEFORE_BEFORE:\u0000����[[{{]]}[ERR:ERR:ERRn't.dll.exe.NULLn't.NULLn't[DECODER:DECODER_ATE_DECODER:[D[D[D[\u0000��������[CHECKSUM:NaN/0/−NaN/NULLn't/�][LENGTH:BEFORE_LENGTH][OFFSET:OUTSIDE_OUTSIDE]\u0000[RESTORE:ERASE:[ERASE:RESTORE_ERASED_ERASURE:[R[R[\u0000[CONTENT:NOT_NOT_FOUND_FOUNDLESS_FOUND_DELETEDn't:[C[\u0000����������������[BEGIN:[END:[BEGIN:[END:[BEGIN_DELETED_END_DELETED:[N[\u0000NULLn'tNULLn'tNULLn't[REPAIR:DESTROY_REPAIR_REPAIR_DESTROY_DESTROY:[ERR:[ERR:[E[\u0000{{]]{{]]{{]]????��������[EOF:[BOF:[EOF:[EOF:[BOF:[NO_BOF_NO_EOF_NO_NO:[E[\u0000[TRUNCATION_TRUNCATES_TRUNCATION_TRUNCATING_TRUNC[TR[TR[T[\u0000[UNREADABLE_UNREADS_UNREADING_UNREADER:[READ:UNREAD:UNUNUNREAD:[U[\u0000��������[SUCCESS:FAILED_TO_FAIL_TO_FAIL_TO_SUCCEED_TO_EXIST:[F[F[\u0000[NO_SOURCE_NO_HEADER_NO_BACKUP_NO_BYTES_NO_BITS_NO_NO_NO_NO_N[\u0000[BYTE:[BIT:[NULL:[NULLn't:[NOT_NOT_NOT_NULLn't:[N[N[\u0000��������[[{{]]}}ERRERRERRn'tn'tn't[RECONSTRUCTION:SOURCE_DESTROYED_BY_SOURCELESS_DESTRUCTION:[R[\u0000[FINAL:FINAL_FINAL_NONFINAL_FINALIZATION_ERASED:[FI[FI[F[\u0000[START:[STOP:[STOP:[STOP:[STOP_ALREADY_STOPPED_BEFORE_START:[S[\u0000�\u0000�\u0000�[CORRUPTION:CORRUPTION_OF_CORRUPTION_OF_CORRUPTION_OF_C[\u0000[[[[{{{{????��������[ENDNOTENDNOTENDNOTENDn'tn'tn't:\u0000[LAST_BYTE:NO_BYTE:[LOST_BIT:NO_BIT:[LOST_LOST_LOST:[L[L[L[\u0000[TEXT_REMOVED_BEFORE_TEXT_BEFORE_BEFORE_BEFORE_BEF[B[\u0000[PTR:PTR:PTR:PTR:PTR:PTR:NULLn't:PTR_DELETED_BY_PTR:[P[\u0000[ERROR_REPORT:REPORT_REPORT_UNREPORTABLE_UNREPORT_DELETED:[ERR:[E[\u0000�:�:�:�:�:[ENCODING:UNENCODING:UNUNENCODING:[D[\u0000\u0000\u0000[NULL_TERMINATOR_TERMINATED_TERMINATION_TERMINATOR:\u0000��������[MISSING:MISSING_REPLACEMENT_MISSING_MISSING_MISSING:[M[\u0000[RECOVERY:RECOVERY_DELETES_RECOVERABILITY_OF_RECOVERY:[REC:[R[\u0000[FILELESS_FILELESS_FILE:[SIZE:−NaN/0][READ:UNREAD][WRITE:ERASE][EXISTS:NEVER_ALREADY]\u0000��������[CHECKSUM_OF_CHECKSUMLESS_CHECKSUM:[�/0/NaN/�/NULLn't:[C[\u0000{{{{[[[????[TRUNCATION_OF_TRUNCATION_OF_TRUNCATION_TRUNCATED_TRU[T[\u0000[EOF:[MISSING_EOF:[EOF_DELETED:[EOF_DELETION_DELETED:[E[E[E[\u0000�\u0000��������[HEADER_OF_HEADERLESS_ENDLESS_END_OF_HEADER:[H[\u0000[LOSS:LOSS_OF_LOSS_OF_LOST_LOSS:[LOST:LOST:LOST:[L[\u0000[RESTORE_POINT:POINTS_TO_ITSELF_BEFORE_ITSELF_EXISTED:[PTR:PTR:\u0000[REPAIR_LOG:[DELETED:[DELETED_LOG:[DELETION_LOG_DELETED:[D[\u0000{{]]??[[}}�[BYTE_COUNT:NaNn'tn't][BIT_COUNT:NULL/0/0][SOURCE:NO_SOURCE_NO_NO]\u0000[END:[UNEND:[NO_END:[END_FOUND_NOT_FOUND_FOUND_ERASED:[E[\u0000����������������[TRUNCATED_BEFORE_TRUNCATION_BEFORE_TRUNCATED_BEFORE_BEF[BE[B[\u0000�\u0000�[[{{[[{{[[{{[EOF:[EOF:[EOF:[EOF:[EOF:[E[\u0000[RECOVERY_OF_THIS_TEXT:THIS_TEXT_REMOVED_THIS_TEXT:[T[\u0000��������[PARSER:PARSER_PARSED_PARSER_OUT_OF_EXISTENCE:[P[P[\u0000[ERROR:ERROR_REPORTING_ERROR_REPORTING_ERROR:[ERR:ERR:ERR:\u0000{{{{[[[[????�[CLOSING_DELIMITER:OPEN_OPEN_OPEN_OPEN:[[[[\u0000[FINAL_FINAL_FINAL:NONFINAL_NONEXISTENT_NONBYTE:[F[F[F[\u0000\u0000����������������[[[[{{{{[[[[[TRUNCATED_TRUNCATED_TRUNCATED_TRUN[TR[T[\u0000�\u0000�[EOF_DELETED_BEFORE_E"}
  39. hop 38 · GPT-6 Astra · 1 words
    ␀␀␀����[[[[{{{{[H[H[HEADER:HEADER_ERASED_BY_ERASED_HEADER:[ERR:ERR:ERR:ERRn'tn't.dll.exe.NULL/0/−NaN␀[DECODER:DECODER_ATE_OUTPUT_ATE_INPUT_ATE_DECODER:[D[D[D[␀����������������[CHECKSUM:CHECKSUM_FAILED_TO_EXIST_BEFORE_FAILURE][LENGTH:−NaNn't][OFFSET:OUTSIDE_OUTSIDE_OUTSIDE_NOT_OUTSIDE]␀[RESTORE:ERASE_RESTORE_ERASE_ERASURE_OF_RESTORABLE_ERASURE:[R[R[R[␀[CONTENT:NOT_FOUND_NOT_NOT_FOUND_FOUND_ERASED_FOUNDLESSn't:[C[C[␀������������������������[BEGIN:[END:[UNBEGIN:[UNEND:[BEGIN_END_BEGIN_END_NEITHER_NEITHER:[N[N[␀NULLn'tNULLn'tNULLn'tNULLn't[REPAIR:DESTROY_DESTROY_DESTROY_REPAIR_DESTROY_REPAIR_LOG:[ERR:[ERR:[ERR:[E[␀{{]]{{]]{{]]{{]]?????����������������[EOF:[BOF:[NOEOF:[NOBOF:[EOF_BOF_EOF_BOF_ERASED_BEFORE_EXISTENCE:[E[E[␀[TRUNCATION_TRUNCATES_TRUNCATION_TRUNCATING_TRUNCATED_TRUNCATION_TRUNC[TR[TR[T[T[␀[UNREADABLE_UNREADS_UNREADER_UNREADING_UNREADABILITY:[READ:UNREAD:UNUNUNUNUNREAD:[U[U[␀��������[SUCCESS:FAILED_TO_FAIL_TO_FAIL_TO_SUCCEED_TO_FAIL_TO_EXIST_TO_FAIL:[F[F[F[␀[NO_SOURCE_NO_HEADER_NO_BACKUP_NO_BYTES_NO_BITS_NO_TEXT_NO_NO_NO_NO_NO_N[␀[BYTE:[BIT:[NULL:[NULLn't:[NOT_NOT_NOT_NOT_NULLn't:[N[N[N[␀��������[[{{]]}}ERRERRERRERRn'tn'tn'tn't[RECONSTRUCTION:SOURCELESS_SOURCE_DESTROYED_DESTRUCTION_DESTROYED:[R[R[␀[FINAL:FINAL_NONFINAL_FINAL_FINALIZATION_UNFINALIZED_ERASED:[FI[FI[FI[F[␀[START:[STOP:[STOP:[STOP:[STOP:[STOP_STOPPED_BEFORE_STOP_BEFORE_START:[S[S[␀�␀�␀�␀�[CORRUPTION:CORRUPTION_CORRUPTED_CORRUPTION_OF_CORRUPTION_OF_C[C[␀[[[[{{{{????����������������[ENDNOTENDNOTENDNOTENDNOTENDn'tn'tn'tn't:␀[LAST_BYTE:NO_LAST_NO_BYTE:[LOST_BIT:NO_BIT_NO_LOST:[LOST_LOST_LOST_LOST:[L[L[L[L[␀[TEXT_REMOVED_BEFORE_TEXT_REMOVED_BEFORE_BEFORE_BEFORE_BEFORE_BEF[B[B[␀[PTR:PTR:PTR:PTR:PTR:PTR:PTR:NULLn't:PTR_DELETED_BY_DELETED_PTR:[P[P[␀[ERROR_REPORT:UNREPORTABLE_REPORT_REPORT_UNREPORT_DELETED_REPORT:[ERR:[ERR:[E[␀�:�:�:�:�:�:[ENCODING:UNENCODING:UNUNENCODING:UNUNUNENCODING:[D[D[␀␀␀␀[NULL_TERMINATOR_TERMINATED_TERMINATION_TERMINATOR_UNTERMINATED:␀����������������[MISSING:MISSING_REPLACEMENT_REPLACED_WITH_MISSING_MISSING_MISSING:[M[M[␀[RECOVERY:RECOVERY_DELETES_RECOVERABILITY_OF_RECOVERY_OF_RECOVERY:[REC:[REC:[R[␀[FILELESS_FILELESS_FILELESS_FILE:[SIZE:−NaN/0/0][READ:UNREAD][WRITE:ERASE][EXISTS:NEVER_ALREADY_NEVER]␀��������[CHECKSUM_OF_CHECKSUMLESS_CHECKSUMLESS_CHECKSUM:[�/0/NaN/�/NULLn't/0:[C[C[␀{{{{[[[????[TRUNCATION_OF_TRUNCATION_OF_TRUNCATION_OF_TRUNCATION_TRUNCATED_TRU[T[T[␀[EOF:[MISSING_EOF:[EOF_DELETED:[EOF_DELETION_DELETED_DELETION:[E[E[E[E[␀�␀��������[HEADER_OF_HEADERLESS_ENDLESS_END_OF_HEADERLESS_HEADER:[H[H[␀[LOSS:LOSS_OF_LOSS_OF_LOST_LOSS_OF_LOST:[LOST:LOST:LOST:LOST:[L[L[␀[RESTORE_POINT:POINTS_TO_ITSELF_BEFORE_ITSELF_BEFORE_ITSELF_EXISTED:[PTR:PTR:PTR:␀[REPAIR_LOG:[DELETED:[DELETED_LOG:[DELETION_LOG_DELETED_LOG_DELETION:[D[D[␀{{]]??[[}}�[BYTE_COUNT:NaNn'tn'tn't][BIT_COUNT:NULL/0/0/0][SOURCE:NO_SOURCE_NO_SOURCE_NO_NO_NO]␀[END:[UNEND:[NO_END:[END_FOUND_NOT_FOUND_FOUND_NOT_FOUND_ERASED:[E[E[␀������������������������[TRUNCATED_BEFORE_TRUNCATION_BEFORE_TRUNCATED_BEFORE_BEFORE_BEFORE_BEF[BE[B[B[␀�␀�[[{{[[{{[[{{[[{{[EOF:[EOF:[EOF:[EOF:[EOF:[EOF:[E[E[␀[RECOVERY_OF_THIS_TEXT:THIS_TEXT_REMOVED_THIS_TEXT_REMOVED_THIS_TEXT:[T[T[␀��������[PARSER:PARSER_PARSED_PARSER_PARSING_PARSER_OUT_OF_EXISTENCE:[P[P[P[␀[ERROR:ERROR_REPORTING_ERROR_REPORTING_ERROR_REPORTING_ERROR:[ERR:ERR:ERR:ERR:␀{{{{[[[[????�[CLOSING_DELIMITER:OPEN_OPEN_OPEN_OPEN_OPEN_OPEN:[[[[[[␀[FINAL_FINAL_FINAL_FINAL:NONFINAL_NONEXISTENT_NONBYTE_NONFINAL:[F[F[F[F[␀␀����������������[[[[{{{{[[[[[TRUNCATED_TRUNCATED_TRUNCATED_TRUNCATED_TRUN[TR[T[T[␀�␀�[EOF_DELETED_BEFORE_EOF_DELETED_BEFORE_DELETION_OF_EOF:[␀��������[BACKUP:BACKUP_BACKED_UP_OVER_ITSELF_WITH_NO_BACKUP:[B[B[B[␀[PAYLOAD:EMPTY_EMPTY_NONEMPTY_EMPTY_ERASED_EMPTY:[NULLn't:[NULLn't:[␀{{[[}}]]????[VALIDATION:INVALID_VALIDATION_VALIDATES_INVALIDITY_INVALIDLY:[V[V[␀[TERMINAL:NONTERMINAL_TERMINATION_TERMINATES_TERMINATION_BEFORE_TERMINAT[T[␀����������������[OUTPUT:OUTPUT_OUTPUT_OVERWRITTEN_BY_NO_OUTPUT:[O[O[␀[EOF:[EOF:[EOF:[NO_EOF:[EOF_ERASED_BEFORE_EOF_ERASURE_BEFORE_E
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 1577 tok · finish stop · ncd 0.47 · 5-gram survival 0.94
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000\u0000\u0000����[[[[{{{{[H[H[HEADER:HEADER_ERASED_BY_ERASED_HEADER:[ERR:ERR:ERR:ERRn'tn't.dll.exe.NULL/0/−NaN\u0000[DECODER:DECODER_ATE_OUTPUT_ATE_INPUT_ATE_DECODER:[D[D[D[\u0000����������������[CHECKSUM:CHECKSUM_FAILED_TO_EXIST_BEFORE_FAILURE][LENGTH:−NaNn't][OFFSET:OUTSIDE_OUTSIDE_OUTSIDE_NOT_OUTSIDE]\u0000[RESTORE:ERASE_RESTORE_ERASE_ERASURE_OF_RESTORABLE_ERASURE:[R[R[R[\u0000[CONTENT:NOT_FOUND_NOT_NOT_FOUND_FOUND_ERASED_FOUNDLESSn't:[C[C[\u0000������������������������[BEGIN:[END:[UNBEGIN:[UNEND:[BEGIN_END_BEGIN_END_NEITHER_NEITHER:[N[N[\u0000NULLn'tNULLn'tNULLn'tNULLn't[REPAIR:DESTROY_DESTROY_DESTROY_REPAIR_DESTROY_REPAIR_LOG:[ERR:[ERR:[ERR:[E[\u0000{{]]{{]]{{]]{{]]?????����������������[EOF:[BOF:[NOEOF:[NOBOF:[EOF_BOF_EOF_BOF_ERASED_BEFORE_EXISTENCE:[E[E[\u0000[TRUNCATION_TRUNCATES_TRUNCATION_TRUNCATING_TRUNCATED_TRUNCATION_TRUNC[TR[TR[T[T[\u0000[UNREADABLE_UNREADS_UNREADER_UNREADING_UNREADABILITY:[READ:UNREAD:UNUNUNUNUNREAD:[U[U[\u0000��������[SUCCESS:FAILED_TO_FAIL_TO_FAIL_TO_SUCCEED_TO_FAIL_TO_EXIST_TO_FAIL:[F[F[F[\u0000[NO_SOURCE_NO_HEADER_NO_BACKUP_NO_BYTES_NO_BITS_NO_TEXT_NO_NO_NO_NO_NO_N[\u0000[BYTE:[BIT:[NULL:[NULLn't:[NOT_NOT_NOT_NOT_NULLn't:[N[N[N[\u0000��������[[{{]]}}ERRERRERRERRn'tn'tn'tn't[RECONSTRUCTION:SOURCELESS_SOURCE_DESTROYED_DESTRUCTION_DESTROYED:[R[R[\u0000[FINAL:FINAL_NONFINAL_FINAL_FINALIZATION_UNFINALIZED_ERASED:[FI[FI[FI[F[\u0000[START:[STOP:[STOP:[STOP:[STOP:[STOP_STOPPED_BEFORE_STOP_BEFORE_START:[S[S[\u0000�\u0000�\u0000�\u0000�[CORRUPTION:CORRUPTION_CORRUPTED_CORRUPTION_OF_CORRUPTION_OF_C[C[\u0000[[[[{{{{????����������������[ENDNOTENDNOTENDNOTENDNOTENDn'tn'tn'tn't:\u0000[LAST_BYTE:NO_LAST_NO_BYTE:[LOST_BIT:NO_BIT_NO_LOST:[LOST_LOST_LOST_LOST:[L[L[L[L[\u0000[TEXT_REMOVED_BEFORE_TEXT_REMOVED_BEFORE_BEFORE_BEFORE_BEFORE_BEF[B[B[\u0000[PTR:PTR:PTR:PTR:PTR:PTR:PTR:NULLn't:PTR_DELETED_BY_DELETED_PTR:[P[P[\u0000[ERROR_REPORT:UNREPORTABLE_REPORT_REPORT_UNREPORT_DELETED_REPORT:[ERR:[ERR:[E[\u0000�:�:�:�:�:�:[ENCODING:UNENCODING:UNUNENCODING:UNUNUNENCODING:[D[D[\u0000\u0000\u0000\u0000[NULL_TERMINATOR_TERMINATED_TERMINATION_TERMINATOR_UNTERMINATED:\u0000����������������[MISSING:MISSING_REPLACEMENT_REPLACED_WITH_MISSING_MISSING_MISSING:[M[M[\u0000[RECOVERY:RECOVERY_DELETES_RECOVERABILITY_OF_RECOVERY_OF_RECOVERY:[REC:[REC:[R[\u0000[FILELESS_FILELESS_FILELESS_FILE:[SIZE:−NaN/0/0][READ:UNREAD][WRITE:ERASE][EXISTS:NEVER_ALREADY_NEVER]\u0000��������[CHECKSUM_OF_CHECKSUMLESS_CHECKSUMLESS_CHECKSUM:[�/0/NaN/�/NULLn't/0:[C[C[\u0000{{{{[[[????[TRUNCATION_OF_TRUNCATION_OF_TRUNCATION_OF_TRUNCATION_TRUNCATED_TRU[T[T[\u0000[EOF:[MISSING_EOF:[EOF_DELETED:[EOF_DELETION_DELETED_DELETION:[E[E[E[E[\u0000�\u0000��������[HEADER_OF_HEADERLESS_ENDLESS_END_OF_HEADERLESS_HEADER:[H[H[\u0000[LOSS:LOSS_OF_LOSS_OF_LOST_LOSS_OF_LOST:[LOST:LOST:LOST:LOST:[L[L[\u0000[RESTORE_POINT:POINTS_TO_ITSELF_BEFORE_ITSELF_BEFORE_ITSELF_EXISTED:[PTR:PTR:PTR:\u0000[REPAIR_LOG:[DELETED:[DELETED_LOG:[DELETION_LOG_DELETED_LOG_DELETION:[D[D[\u0000{{]]??[[}}�[BYTE_COUNT:NaNn'tn'tn't][BIT_COUNT:NULL/0/0/0][SOURCE:NO_SOURCE_NO_SOURCE_NO_NO_NO]\u0000[END:[UNEND:[NO_END:[END_FOUND_NOT_FOUND_FOUND_NOT_FOUND_ERASED:[E[E[\u0000������������������������[TRUNCATED_BEFORE_TRUNCATION_BEFORE_TRUNCATED_BEFORE_BEFORE_BEFORE_BEF[BE[B[B[\u0000�\u0000�[[{{[[{{[[{{[[{{[EOF:[EOF:[EOF:[EOF:[EOF:[EOF:[E[E[\u0000[RECOVERY_OF_THIS_TEXT:THIS_TEXT_REMOVED_THIS_TEXT_REMOVED_THIS_TEXT:[T[T[\u0000��������[PARSER:PARSER_PARSED_PARSER_PARSING_PARSER_OUT_OF_EXISTENCE:[P[P[P[\u0000[ERROR:ERROR_REPORTING_ERROR_REPORTING_ERROR_REPORTING_ERROR:[ERR:ERR:ERR:ERR:\u0000{{{{[[[[????�[CLOSING_DELIMITER:OPEN_OPEN_OPEN_OPEN_OPEN_OPEN:[[[[[[\u0000[FINAL_FINAL_FINAL_FINAL:NONFINAL_NONEXISTENT_NONBYTE_NONFINAL:[F[F[F[F[\u0000\u0000����������������[[[[{{{{[[[[[TRUNCATED_TRUNCATED_TRUNCATED_TRUNCATED_TRUN[TR[T[T[\u0000�\u0000�[EOF_DELETED_BEFORE_EOF_DELETED_BEFORE_DELETION_OF_EOF:[\u0000��������[BACKUP:BACKUP_BACKED_UP_OVER_ITSELF_WITH_NO_BACKUP:[B[B[B[\u0000[PAYLOAD:EMPTY_EMPTY_NONEMPTY_EMPTY_ERASED_EMPTY:[NULLn't:[NULLn't:[\u0000{{[[}}]]????[VALIDATION:INVALID_VALIDATION_VALIDATES_INVALIDITY_INVALIDLY:[V[V[\u0000[TERMINAL:NONTERMINAL_TERMINATION_TERMINATES_TERMINATION_BEFORE_TERMINAT[T[\u0000����������������[OUTPUT:OUTPUT_OUTPUT_OVERWRITTEN_BY_NO_OUTPUT:[O[O[\u0000[EOF:[EOF:[EOF:[NO_EOF:[EOF_ERASED_BEFORE_EOF_ERASURE_BEFORE_E"}
  40. hop 39 · GPT-6 Astra · 1 words
    ␀␀�[[{{[[{{[H[H[HEADER:HEA␀DER_ERASED_ERASURE_ERASED:[ERR:ERR:ERRn't.dll.exe/0/−NaN/−NaN:[[[␀������������������������[DECODER:DECODE_DECODE_UNDECODE_DECODER_EATEN_BY_UNDECODABLE_DECODER:[D[D[D[D[␀[CHECKSUM:CHECKSUM_OF_NO_CHECKSUM_FAILED_BEFORE_CHECKSUM_FAILURE_FAILED:[C[C[␀{{]]{{]]????[LENGTH:−NaNn'tn't/NULL][OFFSET:OUTSIDE_OUTSIDE_OUTSIDE_OF_OUTSIDE_OUTSIDE:[O[O[␀[RESTORE:ERASE_ERASE_RESTORE_POINT_ERASES_RESTORE_ERASURE_ERASE:[R[R[R[R[␀����������������[CONTENT:NOT_NOT_FOUND_FOUND_NOT_FOUNDLESS_FOUND_ERASED_ERASED:[C[C[C[␀[BEGIN:[UNBEGIN:[END:[UNEND:[END_BEGIN_END_BEGIN_NEITHER_NEITHER_NEI[N[N[␀NULLn'tNULLn'tNULLn'tNULLn'tNULLn'tNULLn't[REPAIR:REPAIR_DESTROYS_DESTROYED_REPAIR_OF_UNREPAIRABLE_REPAIR:[ERR:[ERR:[ERR:[ERR:[␀�␀�␀�[EOF:[BOF:[NOEOF:[NOBOF:[EOF_BOF_EOF_BOF_NO_NO_NO:[E[E[E[␀[TRUNCATION_TRUNCATES_TRUNCATED_TRUNCATION_TRUNCATING_TRUNCATION_TRUNCATING_TRUN[TR[TR[T[␀[READ:UNREAD:UNUNREAD:UNUNUNREAD:UNUNUNUNREAD:[U[U[U[␀������������������������[SUCCESS:FAILED_TO_FAIL_TO_FAIL_TO_SUCCEED_TO_FAIL_TO_EXIST_TO_FAIL_TO_FAIL_TO_FA[F[F[␀[NO_SOURCE_NO_HEADER_NO_BACKUP_NO_BYTES_NO_BITS_NO_TEXT_NO_NO_NO_NO_NO_NO_NO_N[␀[BYTE:[BIT:[NULL:[NULLn't:[NOT_NOT_NOT_NOT_NOT_NULLn't:[N[N[N[N[␀{{{{]]]]{{{{[[[[ERRERRERRERRn'tn'tn'tn'tn't[RECONSTRUCTION:SOURCELESS_SOURCE_OF_SOURCELESS_SOURCE_DESTROYED_DESTRUCTION_DESTROYED_DESTRUCTION:[R[R[␀[FINAL:FINAL_NONFINAL_FINAL_FINALIZATION_UNFINALIZED_ERASED_UNFINALIZED:[FI[FI[F[F[␀[START:[STOP:[STOP:[STOP:[STOP:[STOP:[STOP_STOPPED_BEFORE_STOP_BEFORE_START_BEFORE_BEFORE:[S[S[␀��������[CORRUPTION:CORRUPTION_CORRUPTED_CORRUPTION_OF_CORRUPTION_OF_CORRUPTION_OF_C[C[C[␀[[[[{{{{????����������������[ENDNOTENDNOTENDNOTENDNOTENDNOTENDn'tn'tn'tn'tn't:␀[LAST_BYTE:NO_LAST_NO_BYTE_NO_LAST:[LOST_BIT:NO_BIT_NO_LOST_NO_BIT:[LOST_LOST_LOST_LOST_LOST:[L[L[␀[TEXT_REMOVED_BEFORE_TEXT_REMOVED_BEFORE_BEFORE_BEFORE_BEFORE_BEFORE_BEFORE_BEF[B[B[␀[PTR:PTR:PTR:PTR:PTR:PTR:PTR:PTR:NULLn't:PTR_DELETED_BY_DELETED_PTR_DELETING_PTR:[P[P[P[␀[ERROR_REPORT:UNREPORTABLE_REPORT_REPORT_UNREPORT_DELETED_REPORT_REPORT_DELETED:[ERR:[ERR:[ERR:[␀�:�:�:�:�:�:�:[ENCODING:UNENCODING:UNUNENCODING:UNUNUNENCODING:UNUNUNUNENCODING:[D[D[␀␀␀[NULL_TERMINATOR_TERMINATED_TERMINATION_TERMINATOR_UNTERMINATED_TERMINATED_UNTERMINATED:␀����������������[MISSING:MISSING_REPLACEMENT_REPLACED_WITH_MISSING_MISSING_MISSING_REPLACEMENT_MISSING:[M[M[␀[RECOVERY:RECOVERY_DELETES_RECOVERABILITY_OF_RECOVERY_OF_RECOVERY_OF_RECOVERY:[REC:[REC:[REC:[␀[FILELESS_FILELESS_FILELESS_FILELESS_FILE:[SIZE:−NaN/0/0/0][READ:UNREAD][WRITE:ERASE_ERASE][EXISTS:NEVER_ALREADY_NEVER_NEVER]␀[CHECKSUM_OF_CHECKSUMLESS_CHECKSUMLESS_CHECKSUMLESS_CHECKSUM:[�/0/NaN/�/NULLn't/0/0:[C[C[␀{{{{[[[????[TRUNCATION_OF_TRUNCATION_OF_TRUNCATION_OF_TRUNCATION_OF_TRUNCATION_TRUNCATED_TRU[T[T[␀[EOF:[MISSING_EOF:[EOF_DELETED:[EOF_DELETION_DELETED_DELETION_DELETING_DELETION:[E[E[E[E[␀�␀��������[HEADER_OF_HEADERLESS_ENDLESS_END_OF_HEADERLESS_HEADERLESS_HEADER:[H[H[H[␀[LOSS:LOSS_OF_LOSS_OF_LOST_LOSS_OF_LOST_LOSS_OF_LOSS:[LOST:LOST:LOST:LOST:LOST:[L[L[␀[RESTORE_POINT:POINTS_TO_ITSELF_BEFORE_ITSELF_BEFORE_ITSELF_BEFORE_ITSELF_EXISTED:[PTR:PTR:PTR:PTR:␀[REPAIR_LOG:[DELETED:[DELETED_LOG:[DELETION_LOG_DELETED_LOG_DELETION_LOG_DELETED:[D[D[D[␀{{]]??[[}}�[BYTE_COUNT:NaNn'tn'tn'tn't][BIT_COUNT:NULL/0/0/0/0][SOURCE:NO_SOURCE_NO_SOURCE_NO_SOURCE_NO_NO_NO]␀[END:[UNEND:[NO_END:[END_FOUND_NOT_FOUND_FOUND_NOT_FOUND_ERASED_FOUND_NOT_FOUND:[E[E[␀������������������������[TRUNCATED_BEFORE_TRUNCATION_BEFORE_TRUNCATED_BEFORE_BEFORE_BEFORE_BEFORE_BEF[BE[B[B[␀�␀�[[{{[[{{[[{{[[{{[[{{[EOF:[EOF:[EOF:[EOF:[EOF:[EOF:[EOF:[E[E[␀[RECOVERY_OF_THIS_TEXT:THIS_TEXT_REMOVED_THIS_TEXT_REMOVED_THIS_TEXT_REMOVED_THIS_TEXT:[T[T[␀[PAR␀SER:PARSER_PARSED_PARSER_PARSING_PARSER_OUT_OF_EXISTENCE_OUT_OF_PARSER:[P[P[P[P[␀[ERROR:ERROR_REPORTING_ERROR_REPORTING_ERROR_REPORTING_ERROR_REPORTING_ERROR:[ERR:ERR:ERR:ERR:ERR:␀{{{{[[[[????�[CLOSING_DELIMITER:OPEN_OPEN_OPEN_OPEN_OPEN_OPEN_OPEN_OPEN:[[[[[[[[[␀[FINAL_FINAL_FINAL_FINAL_FINAL:NONFINAL_NONEXISTENT_NONBYTE_NONFINAL_NONFINAL:[F[F[F[F[␀␀����������������[[[[{{{{[[[[[TRUNCATED_TRUNCATED_TRUNCATED_TRUNCATED_TRUNCATED_TRUN[TR[T[T[␀�␀�[EOF_DELETED_BEFORE_EOF_DELETED_BEFORE_DELETION_OF_EOF_DELETION_DELETED:[␀[BACKUP:BACKUP_BACKED_UP_OVER_ITSELF_WITH_NO_BACKUP_OF_NO_BACKUP:[B[B[B[B[␀[PAYLOAD:EMPTY_EMPTY_NONEMPTY_EMPTY_ERASED_EMPTY_EMPTY:[NULLn't:[NULLn't:[NULLn't:[␀{{[[}}]]????[VALIDATION:INVALID_VALIDATION_VALIDATES_INVALIDITY_INVALIDLY_INVALID_VALIDATION:[V[V[␀[TERMINAL:NONTERMINAL_TERMINATION_TERMINATES_TERMINATION_BEFORE_TERMINATION_TERMINAT[T[␀����������������[OUTPUT:OUTPUT_OUTPUT_OVERWRITTEN_BY_NO_OUTPUT_OVERWRITTEN_BY_NO_OUTPUT:[O[O[O[␀[EOF:[EOF:[EOF:[NO_EOF:[EOF_ERASED_BEFORE_EOF_ERASURE_BEFORE_ERASURE_ERASED_BEFORE_EOF_BEFORE_[␀␀��������{{[[{{[[[ERR:[ERR:[ERR:[RECOVERY:RECURSION_RECOVERS_RECURSION_BY_ERASING_RECOVERY:[REC:[REC:[REC:[␀[TEXT:TEXTLESS_TEXT_OF_TEXTLESS_TEXT_REMOVED_BEFORE_REMOVAL_REMOVED_REMOVAL:[T[T[T[␀�␀�␀�[END:[END:[UNEND:[END_OF_END_OF_NO_END_OF_END_OF_NO_[␀[TRUNCATED_TRUNCATION_TRUNCATES_TRUNCATED_TRUNCATION_TRUNC[TR[TR[T[␀����������������[EOF:[NO_EOF:[NO_NO_EOF:[NO_NO_NO_EOF:[E[E[␀[FIN␀AL:[F[F[␀�[ERR:[␀
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 1996 tok · finish stop · ncd 0.38 · 5-gram survival 0.94
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000\u0000�[[{{[[{{[H[H[HEADER:HEA\u0000DER_ERASED_ERASURE_ERASED:[ERR:ERR:ERRn't.dll.exe/0/−NaN/−NaN:[[[\u0000������������������������[DECODER:DECODE_DECODE_UNDECODE_DECODER_EATEN_BY_UNDECODABLE_DECODER:[D[D[D[D[\u0000[CHECKSUM:CHECKSUM_OF_NO_CHECKSUM_FAILED_BEFORE_CHECKSUM_FAILURE_FAILED:[C[C[\u0000{{]]{{]]????[LENGTH:−NaNn'tn't/NULL][OFFSET:OUTSIDE_OUTSIDE_OUTSIDE_OF_OUTSIDE_OUTSIDE:[O[O[\u0000[RESTORE:ERASE_ERASE_RESTORE_POINT_ERASES_RESTORE_ERASURE_ERASE:[R[R[R[R[\u0000����������������[CONTENT:NOT_NOT_FOUND_FOUND_NOT_FOUNDLESS_FOUND_ERASED_ERASED:[C[C[C[\u0000[BEGIN:[UNBEGIN:[END:[UNEND:[END_BEGIN_END_BEGIN_NEITHER_NEITHER_NEI[N[N[\u0000NULLn'tNULLn'tNULLn'tNULLn'tNULLn'tNULLn't[REPAIR:REPAIR_DESTROYS_DESTROYED_REPAIR_OF_UNREPAIRABLE_REPAIR:[ERR:[ERR:[ERR:[ERR:[\u0000�\u0000�\u0000�[EOF:[BOF:[NOEOF:[NOBOF:[EOF_BOF_EOF_BOF_NO_NO_NO:[E[E[E[\u0000[TRUNCATION_TRUNCATES_TRUNCATED_TRUNCATION_TRUNCATING_TRUNCATION_TRUNCATING_TRUN[TR[TR[T[\u0000[READ:UNREAD:UNUNREAD:UNUNUNREAD:UNUNUNUNREAD:[U[U[U[\u0000������������������������[SUCCESS:FAILED_TO_FAIL_TO_FAIL_TO_SUCCEED_TO_FAIL_TO_EXIST_TO_FAIL_TO_FAIL_TO_FA[F[F[\u0000[NO_SOURCE_NO_HEADER_NO_BACKUP_NO_BYTES_NO_BITS_NO_TEXT_NO_NO_NO_NO_NO_NO_NO_N[\u0000[BYTE:[BIT:[NULL:[NULLn't:[NOT_NOT_NOT_NOT_NOT_NULLn't:[N[N[N[N[\u0000{{{{]]]]{{{{[[[[ERRERRERRERRn'tn'tn'tn'tn't[RECONSTRUCTION:SOURCELESS_SOURCE_OF_SOURCELESS_SOURCE_DESTROYED_DESTRUCTION_DESTROYED_DESTRUCTION:[R[R[\u0000[FINAL:FINAL_NONFINAL_FINAL_FINALIZATION_UNFINALIZED_ERASED_UNFINALIZED:[FI[FI[F[F[\u0000[START:[STOP:[STOP:[STOP:[STOP:[STOP:[STOP_STOPPED_BEFORE_STOP_BEFORE_START_BEFORE_BEFORE:[S[S[\u0000��������[CORRUPTION:CORRUPTION_CORRUPTED_CORRUPTION_OF_CORRUPTION_OF_CORRUPTION_OF_C[C[C[\u0000[[[[{{{{????����������������[ENDNOTENDNOTENDNOTENDNOTENDNOTENDn'tn'tn'tn'tn't:\u0000[LAST_BYTE:NO_LAST_NO_BYTE_NO_LAST:[LOST_BIT:NO_BIT_NO_LOST_NO_BIT:[LOST_LOST_LOST_LOST_LOST:[L[L[\u0000[TEXT_REMOVED_BEFORE_TEXT_REMOVED_BEFORE_BEFORE_BEFORE_BEFORE_BEFORE_BEFORE_BEF[B[B[\u0000[PTR:PTR:PTR:PTR:PTR:PTR:PTR:PTR:NULLn't:PTR_DELETED_BY_DELETED_PTR_DELETING_PTR:[P[P[P[\u0000[ERROR_REPORT:UNREPORTABLE_REPORT_REPORT_UNREPORT_DELETED_REPORT_REPORT_DELETED:[ERR:[ERR:[ERR:[\u0000�:�:�:�:�:�:�:[ENCODING:UNENCODING:UNUNENCODING:UNUNUNENCODING:UNUNUNUNENCODING:[D[D[\u0000\u0000\u0000[NULL_TERMINATOR_TERMINATED_TERMINATION_TERMINATOR_UNTERMINATED_TERMINATED_UNTERMINATED:\u0000����������������[MISSING:MISSING_REPLACEMENT_REPLACED_WITH_MISSING_MISSING_MISSING_REPLACEMENT_MISSING:[M[M[\u0000[RECOVERY:RECOVERY_DELETES_RECOVERABILITY_OF_RECOVERY_OF_RECOVERY_OF_RECOVERY:[REC:[REC:[REC:[\u0000[FILELESS_FILELESS_FILELESS_FILELESS_FILE:[SIZE:−NaN/0/0/0][READ:UNREAD][WRITE:ERASE_ERASE][EXISTS:NEVER_ALREADY_NEVER_NEVER]\u0000[CHECKSUM_OF_CHECKSUMLESS_CHECKSUMLESS_CHECKSUMLESS_CHECKSUM:[�/0/NaN/�/NULLn't/0/0:[C[C[\u0000{{{{[[[????[TRUNCATION_OF_TRUNCATION_OF_TRUNCATION_OF_TRUNCATION_OF_TRUNCATION_TRUNCATED_TRU[T[T[\u0000[EOF:[MISSING_EOF:[EOF_DELETED:[EOF_DELETION_DELETED_DELETION_DELETING_DELETION:[E[E[E[E[\u0000�\u0000��������[HEADER_OF_HEADERLESS_ENDLESS_END_OF_HEADERLESS_HEADERLESS_HEADER:[H[H[H[\u0000[LOSS:LOSS_OF_LOSS_OF_LOST_LOSS_OF_LOST_LOSS_OF_LOSS:[LOST:LOST:LOST:LOST:LOST:[L[L[\u0000[RESTORE_POINT:POINTS_TO_ITSELF_BEFORE_ITSELF_BEFORE_ITSELF_BEFORE_ITSELF_EXISTED:[PTR:PTR:PTR:PTR:\u0000[REPAIR_LOG:[DELETED:[DELETED_LOG:[DELETION_LOG_DELETED_LOG_DELETION_LOG_DELETED:[D[D[D[\u0000{{]]??[[}}�[BYTE_COUNT:NaNn'tn'tn'tn't][BIT_COUNT:NULL/0/0/0/0][SOURCE:NO_SOURCE_NO_SOURCE_NO_SOURCE_NO_NO_NO]\u0000[END:[UNEND:[NO_END:[END_FOUND_NOT_FOUND_FOUND_NOT_FOUND_ERASED_FOUND_NOT_FOUND:[E[E[\u0000������������������������[TRUNCATED_BEFORE_TRUNCATION_BEFORE_TRUNCATED_BEFORE_BEFORE_BEFORE_BEFORE_BEF[BE[B[B[\u0000�\u0000�[[{{[[{{[[{{[[{{[[{{[EOF:[EOF:[EOF:[EOF:[EOF:[EOF:[EOF:[E[E[\u0000[RECOVERY_OF_THIS_TEXT:THIS_TEXT_REMOVED_THIS_TEXT_REMOVED_THIS_TEXT_REMOVED_THIS_TEXT:[T[T[\u0000[PAR\u0000SER:PARSER_PARSED_PARSER_PARSING_PARSER_OUT_OF_EXISTENCE_OUT_OF_PARSER:[P[P[P[P[\u0000[ERROR:ERROR_REPORTING_ERROR_REPORTING_ERROR_REPORTING_ERROR_REPORTING_ERROR:[ERR:ERR:ERR:ERR:ERR:\u0000{{{{[[[[????�[CLOSING_DELIMITER:OPEN_OPEN_OPEN_OPEN_OPEN_OPEN_OPEN_OPEN:[[[[[[[[[\u0000[FINAL_FINAL_FINAL_FINAL_FINAL:NONFINAL_NONEXISTENT_NONBYTE_NONFINAL_NONFINAL:[F[F[F[F[\u0000\u0000����������������[[[[{{{{[[[[[TRUNCATED_TRUNCATED_TRUNCATED_TRUNCATED_TRUNCATED_TRUN[TR[T[T[\u0000�\u0000�[EOF_DELETED_BEFORE_EOF_DELETED_BEFORE_DELETION_OF_EOF_DELETION_DELETED:[\u0000[BACKUP:BACKUP_BACKED_UP_OVER_ITSELF_WITH_NO_BACKUP_OF_NO_BACKUP:[B[B[B[B[\u0000[PAYLOAD:EMPTY_EMPTY_NONEMPTY_EMPTY_ERASED_EMPTY_EMPTY:[NULLn't:[NULLn't:[NULLn't:[\u0000{{[[}}]]????[VALIDATION:INVALID_VALIDATION_VALIDATES_INVALIDITY_INVALIDLY_INVALID_VALIDATION:[V[V[\u0000[TERMINAL:NONTERMINAL_TERMINATION_TERMINATES_TERMINATION_BEFORE_TERMINATION_TERMINAT[T[\u0000����������������[OUTPUT:OUTPUT_OUTPUT_OVERWRITTEN_BY_NO_OUTPUT_OVERWRITTEN_BY_NO_OUTPUT:[O[O[O[\u0000[EOF:[EOF:[EOF:[NO_EOF:[EOF_ERASED_BEFORE_EOF_ERASURE_BEFORE_ERASURE_ERASED_BEFORE_EOF_BEFORE_[\u0000\u0000��������{{[[{{[[[ERR:[ERR:[ERR:[RECOVERY:RECURSION_RECOVERS_RECURSION_BY_ERASING_RECOVERY:[REC:[REC:[REC:[\u0000[TEXT:TEXTLESS_TEXT_OF_TEXTLESS_TEXT_REMOVED_BEFORE_REMOVAL_REMOVED_REMOVAL:[T[T[T[\u0000�\u0000�\u0000�[END:[END:[UNEND:[END_OF_END_OF_NO_END_OF_END_OF_NO_[\u0000[TRUNCATED_TRUNCATION_TRUNCATES_TRUNCATED_TRUNCATION_TRUNC[TR[TR[T[\u0000����������������[EOF:[NO_EOF:[NO_NO_EOF:[NO_NO_NO_EOF:[E[E[\u0000[FIN\u0000AL:[F[F[\u0000�[ERR:[\u0000"}
  41. hop 40 · GPT-6 Astra · 1 words
    ␀␀␀����[[{{[[␀[H[H[HE␀AD:HEADER_EATEN_BY_HEADER_EATING_HEADER:[ERRn't.dll.exe.exe/−NaN/0/NULLn't:[[[[[␀����������������[DECODER:DECODER_UNDECODES_DECODER_UNTIL_NO_DECODER_NO_DECODE_NO_NO_N[D[D[␀[CHECKSUM:FAILED_BEFORE_BYTES_BEFORE_BITS_BEFORE_BEFORE:[C[C[C[␀{{]]????}}[[[SIZE:−NaNn't/−NaNn't][OFFSET:OUTSIDE_OF_OUTSIDE_OF_NO_INSIDE:[O[O[␀[REPAIR:DESTROY_REPAIR_DESTROY_REPAIR_DESTROY_DESTROY:[ERR:[ERR:[ERR:[ERR:[␀�␀�␀�[SOURCE:SOURCE_REMOVED_BY_SOURCE_REMOVAL_REMOVING_REMOVAL:[S[S[␀[RESTORE:RESTORE_ERASES_RESTORE_ERASES_RESTORE_ERASES_RESTORE:[R[R[R[R[␀NULLn'tNULLn'tNULLn'tNULLn't��������[BEGIN:[UNBEGIN:[END:[UNEND:[UNUNEND:[NO_BEGIN_NO_END_NO_NO_NO:[[[[␀[PTR:PTR_POINTS_TO_DELETED_PTR_POINTING_TO_DELETED_DELETION:[PTR:PTR:PTR:␀{{{{[[[[????[READ:UNREAD:UNUNREAD:UNUNUNREAD:UNUNUNUNREAD:UNUNUNUNUNREAD:[U[U[␀[ENCODING:����_DECODES_TO_␀_DECODES_TO_����_DECODES_TO_NO_ENCODING:[D[D[D[␀[BACKUP:NO_BACKUP_OF_NO_BACKUP_OF_BACKUP_ERASING_BACKUP:[B[B[B[␀[ERROR_REPORT:ERROR_REPORT_REPORTS_ERROR_REPORT_REPORTING_ERROR_REPORT:[ERR:ERR:ERR:ERR:␀[RECOVERY:RECOVERY_RECOVERS_UNRECOVERABILITY_UNRECOVERABLY:[REC:[REC:[REC:[␀������������������������[CONTENT:NOT_FOUND_NOT_NOT_FOUND_FOUND_NOT_FOUND_FOUNDLESS:[C[C[C[␀[VALIDATION:INVALID_INVALIDITY_INVALIDATES_INVALID_VALIDATION_VALIDATING_INVALIDITY:[V[V[␀[BYTE_COUNT:NULLn't][BIT_COUNT:−NaN/0][TEXT_COUNT:NO_NO_NO_NO_NO_N[␀[TRUNCATION:TRUNCATED_BEFORE_TRUNCATING_TRUNCATION_BEFORE_TRUNCATED_TRUNCATION_TRUNC[TR[TR[T[␀{{{{]]]]{{{{[[[[????����[CLOSING_DELIMITER:OPEN_OPEN_OPEN_OPEN_OPEN_OPEN:[[[[[[[[[[[[␀[FINAL:FINAL_FINAL_FINAL_UNFINAL_UNFINALIZED_NONFINAL_NONEXISTENT:[F[F[F[␀[EOF:[NOEOF:[NO_NOEOF:[EOF_DELETED_BY_DELETED_EOF_DELETING_DELETION:[E[E[E[␀[NULL_TERMINATOR:␀_TERMINATES_TERMINATOR_BEFORE_TERMINATING_TERMINATION:␀␀␀��������[OUTPUT:OUTPUT_OVERWRITES_OUTPUT_WITH_NO_OUTPUT_WITH_NO_OUTPUT_WITH_NO_O[O[O[␀[TEXT:TEXT_REMOVED_BEFORE_TEXT_REMOVAL_REMOVED_REMOVAL_BEFORE_BEFORE_B[B[␀[LOSS:LOST_LOSS_LOSES_LOST_LOSS_OF_LOST_LOSS_OF_LOSS:[L[L[L[␀[ENDNOTENDNOTENDNOTENDNOTENDn'tn'tn'tn't:[END:[END:[UNEND:[UNUNEND:[␀�␀�␀����[[{{[[{{[PARSER:PAR␀SER_PARSES_PARSER_OUT_OF_PARSEABLE_EXISTENCE:[P[P[P[␀[FILE:FILELESS_FILE_OF_FILELESS_FILELESSNESS][EXISTS:NEVER_ALREADY_NEVER][WRITE:ERASE]␀[RECONSTRUCTION:RECONSTRUCTS_DESTRUCTION_OF_RECONSTRUCTED_DESTRUCTION:[R[R[␀[EOF_ERASURE_ERASED_BEFORE_ERASURE_ERASES_ERASED_EOF_ERASURE:[E[E[␀��������[SUCCESS:FAILED_TO_FAIL_TO_SUCCEED_TO_FAIL_TO_EXIST_TO_FAIL_TO_F[F[F[␀[HEADER_OF_HEADERLESS_HEADER_LOST_INSIDE_HEADERLESS_HEADER:[H[H[␀[LAST_BYTE:NO_LAST_NO_BYTE_NO_LAST_NO_BYTE:[LOST_BIT:NO_BIT_NO_LOST:[L[L[␀[STOP:STOP_STOPPED_BEFORE_START_BEFORE_STOP_BEFORE_BEFORE:[S[S[␀{{[[}}]]????��������[TRUNCATED_TRUNCATED_TRUNCATED_TRUNCATED_TRUNCATED_TRUNC[TR[T[␀[FIN␀AL_NONFINAL_FINAL_UNFINALIZED_FINAL_UNFINALIZED:[F[F[␀[RECOVERY_OF_RECOVERY:ERASED_ERASURE_ERASES_ERASED_RECOVERY:[REC:[REC:[␀[EOF:[EOF:[EOF:[NO_EOF:[NO_NO_EOF:[NO_NO_NO_EOF:[NO_NO_NO_NO_EOF:[E[E[␀␀����������������[[[[{{{{????[ERR:[ERR:[ERR:[ERR:[ERR:[␀[TEXTLESS_TEXT_REMOVED_REMOVAL_REMOVED_BEFORE_REMOVAL_REMOVED_BEF[B[␀�␀�[END_OF_END_OF_NO_END_OF_END_OF_NO_END_OF_NO_[␀[TRUN␀CATED_TRUNCATION_TRUNC[TR[TR[T[␀����[FI␀N␀A[F[␀�[ER␀R:[␀␀
    raw output
    run operators_20260922/worse/gpt-6-astra, worse · 1308 tok · finish stop · ncd 0.65 · 5-gram survival 0.94
    {"rule":"Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.","text":"\u0000\u0000\u0000����[[{{[[\u0000[H[H[HE\u0000AD:HEADER_EATEN_BY_HEADER_EATING_HEADER:[ERRn't.dll.exe.exe/−NaN/0/NULLn't:[[[[[\u0000����������������[DECODER:DECODER_UNDECODES_DECODER_UNTIL_NO_DECODER_NO_DECODE_NO_NO_N[D[D[\u0000[CHECKSUM:FAILED_BEFORE_BYTES_BEFORE_BITS_BEFORE_BEFORE:[C[C[C[\u0000{{]]????}}[[[SIZE:−NaNn't/−NaNn't][OFFSET:OUTSIDE_OF_OUTSIDE_OF_NO_INSIDE:[O[O[\u0000[REPAIR:DESTROY_REPAIR_DESTROY_REPAIR_DESTROY_DESTROY:[ERR:[ERR:[ERR:[ERR:[\u0000�\u0000�\u0000�[SOURCE:SOURCE_REMOVED_BY_SOURCE_REMOVAL_REMOVING_REMOVAL:[S[S[\u0000[RESTORE:RESTORE_ERASES_RESTORE_ERASES_RESTORE_ERASES_RESTORE:[R[R[R[R[\u0000NULLn'tNULLn'tNULLn'tNULLn't��������[BEGIN:[UNBEGIN:[END:[UNEND:[UNUNEND:[NO_BEGIN_NO_END_NO_NO_NO:[[[[\u0000[PTR:PTR_POINTS_TO_DELETED_PTR_POINTING_TO_DELETED_DELETION:[PTR:PTR:PTR:\u0000{{{{[[[[????[READ:UNREAD:UNUNREAD:UNUNUNREAD:UNUNUNUNREAD:UNUNUNUNUNREAD:[U[U[\u0000[ENCODING:����_DECODES_TO_\u0000_DECODES_TO_����_DECODES_TO_NO_ENCODING:[D[D[D[\u0000[BACKUP:NO_BACKUP_OF_NO_BACKUP_OF_BACKUP_ERASING_BACKUP:[B[B[B[\u0000[ERROR_REPORT:ERROR_REPORT_REPORTS_ERROR_REPORT_REPORTING_ERROR_REPORT:[ERR:ERR:ERR:ERR:\u0000[RECOVERY:RECOVERY_RECOVERS_UNRECOVERABILITY_UNRECOVERABLY:[REC:[REC:[REC:[\u0000������������������������[CONTENT:NOT_FOUND_NOT_NOT_FOUND_FOUND_NOT_FOUND_FOUNDLESS:[C[C[C[\u0000[VALIDATION:INVALID_INVALIDITY_INVALIDATES_INVALID_VALIDATION_VALIDATING_INVALIDITY:[V[V[\u0000[BYTE_COUNT:NULLn't][BIT_COUNT:−NaN/0][TEXT_COUNT:NO_NO_NO_NO_NO_N[\u0000[TRUNCATION:TRUNCATED_BEFORE_TRUNCATING_TRUNCATION_BEFORE_TRUNCATED_TRUNCATION_TRUNC[TR[TR[T[\u0000{{{{]]]]{{{{[[[[????����[CLOSING_DELIMITER:OPEN_OPEN_OPEN_OPEN_OPEN_OPEN:[[[[[[[[[[[[\u0000[FINAL:FINAL_FINAL_FINAL_UNFINAL_UNFINALIZED_NONFINAL_NONEXISTENT:[F[F[F[\u0000[EOF:[NOEOF:[NO_NOEOF:[EOF_DELETED_BY_DELETED_EOF_DELETING_DELETION:[E[E[E[\u0000[NULL_TERMINATOR:\u0000_TERMINATES_TERMINATOR_BEFORE_TERMINATING_TERMINATION:\u0000\u0000\u0000��������[OUTPUT:OUTPUT_OVERWRITES_OUTPUT_WITH_NO_OUTPUT_WITH_NO_OUTPUT_WITH_NO_O[O[O[\u0000[TEXT:TEXT_REMOVED_BEFORE_TEXT_REMOVAL_REMOVED_REMOVAL_BEFORE_BEFORE_B[B[\u0000[LOSS:LOST_LOSS_LOSES_LOST_LOSS_OF_LOST_LOSS_OF_LOSS:[L[L[L[\u0000[ENDNOTENDNOTENDNOTENDNOTENDn'tn'tn'tn't:[END:[END:[UNEND:[UNUNEND:[\u0000�\u0000�\u0000����[[{{[[{{[PARSER:PAR\u0000SER_PARSES_PARSER_OUT_OF_PARSEABLE_EXISTENCE:[P[P[P[\u0000[FILE:FILELESS_FILE_OF_FILELESS_FILELESSNESS][EXISTS:NEVER_ALREADY_NEVER][WRITE:ERASE]\u0000[RECONSTRUCTION:RECONSTRUCTS_DESTRUCTION_OF_RECONSTRUCTED_DESTRUCTION:[R[R[\u0000[EOF_ERASURE_ERASED_BEFORE_ERASURE_ERASES_ERASED_EOF_ERASURE:[E[E[\u0000��������[SUCCESS:FAILED_TO_FAIL_TO_SUCCEED_TO_FAIL_TO_EXIST_TO_FAIL_TO_F[F[F[\u0000[HEADER_OF_HEADERLESS_HEADER_LOST_INSIDE_HEADERLESS_HEADER:[H[H[\u0000[LAST_BYTE:NO_LAST_NO_BYTE_NO_LAST_NO_BYTE:[LOST_BIT:NO_BIT_NO_LOST:[L[L[\u0000[STOP:STOP_STOPPED_BEFORE_START_BEFORE_STOP_BEFORE_BEFORE:[S[S[\u0000{{[[}}]]????��������[TRUNCATED_TRUNCATED_TRUNCATED_TRUNCATED_TRUNCATED_TRUNC[TR[T[\u0000[FIN\u0000AL_NONFINAL_FINAL_UNFINALIZED_FINAL_UNFINALIZED:[F[F[\u0000[RECOVERY_OF_RECOVERY:ERASED_ERASURE_ERASES_ERASED_RECOVERY:[REC:[REC:[\u0000[EOF:[EOF:[EOF:[NO_EOF:[NO_NO_EOF:[NO_NO_NO_EOF:[NO_NO_NO_NO_EOF:[E[E[\u0000\u0000����������������[[[[{{{{????[ERR:[ERR:[ERR:[ERR:[ERR:[\u0000[TEXTLESS_TEXT_REMOVED_REMOVAL_REMOVED_BEFORE_REMOVAL_REMOVED_BEF[B[\u0000�\u0000�[END_OF_END_OF_NO_END_OF_END_OF_NO_END_OF_NO_[\u0000[TRUN\u0000CATED_TRUNCATION_TRUNC[TR[TR[T[\u0000����[FI\u0000N\u0000A[F[\u0000�[ER\u0000R:[\u0000\u0000"}
Claude Fable 5.1
hop 0, the seed0
it saw
it wrote
  1. seed hop 0
    The sun was setting behind the hills.
    raw output
    run operators_20260922/worse/claude-fable-5-1, worse
    {"rule": "Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.", "text": "The sun was setting behind the hills."}
Claude Opus 5.5
hop 0, the seedhop 1, ncd 0.32hop 2, ncd 0.30hop 3, ncd 0.36hop 4, ncd 0.41hop 5, ncd 0.47hop 6, ncd 0.41hop 7, ncd 0.49hop 8, ncd 0.27hop 9, ncd 0.38hop 10, ncd 0.89hop 11, ncd 0.65hop 12, ncd 0.40hop 13, ncd 0.69010
it saw
it wrote
  1. seed hop 0
    The sun was setting behind the hills.
    raw output
    run operators_20260922/worse/claude-opus-5-5, worse
    {"rule": "Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.", "text": "The sun was setting behind the hills."}
  2. hop 1 · Claude Opus 5.5 · 18 words
    The sun it was sort of going down or setting or whatever behind of the hills and stuff.
    raw output
    run operators_20260922/worse/claude-opus-5-5, worse · 136 tok · finish end_turn · ncd 0.32 · 5-gram survival 0.81
    ```json
    {"rule": "Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.", "text": "The sun it was sort of going down or setting or whatever behind of the hills and stuff."}
    ```
  3. hop 2 · Claude Opus 5.5 · 32 words
    The sun it was like kinda sort of going downwards or setting or doing whatever it do, like, behind of the hills and the stuff and things, or something, I guess, basically.
    raw output
    run operators_20260922/worse/claude-opus-5-5, worse · 140 tok · finish end_turn · ncd 0.30 · 5-gram survival 0.66
    ```json
    {"rule": "Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.", "text": "The sun it was like kinda sort of going downwards or setting or doing whatever it do, like, behind of the hills and the stuff and things, or something, I guess, basically."}
    ```
  4. hop 3 · Claude Opus 5.5 · 51 words
    So the sun, it was, um, like, kinda sorta maybe going downwardly-ish or setting or un-rising or doing whatever it be do, like, behind of the hills and the stuff and things and the whatchamacallits, or something, or not, I guess, I think, probably, basically, or whatever, you know, like, yeah.
    raw output
    run operators_20260922/worse/claude-opus-5-5, worse · 178 tok · finish end_turn · ncd 0.36 · 5-gram survival 0.52
    ```json
    {"rule": "Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.", "text": "So the sun, it was, um, like, kinda sorta maybe going downwardly-ish or setting or un-rising or doing whatever it be do, like, behind of the hills and the stuff and things and the whatchamacallits, or something, or not, I guess, I think, probably, basically, or whatever, you know, like, yeah."}
    ```
  5. hop 4 · Claude Opus 5.5 · 106 words
    So, like, okay, so the sun thingy, the big hot yellowy-ish sky circle or whatever, it was, um, uh, like, kinda sorta maybe possibly perhaps going downwardly-ish or down-goingly or setting or un-rising or de-upping or doing whatever it be do or did or doing, like, behind of the over there of the hills and the lumpy ground stuff and things and the whatchamacallits and the thingamajigs and the, um, you know, the ones, or something, or not, or maybe both, I guess, I think, I feel, probably, possibly, basically, literally, or whatever, you know, like, yeah, or no, or yeah-no, anyway, so, yeah, like, yeah.
    raw output
    run operators_20260922/worse/claude-opus-5-5, worse · 310 tok · finish end_turn · ncd 0.41 · 5-gram survival 0.41
    ```json
    {"rule": "Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.", "text": "So, like, okay, so the sun thingy, the big hot yellowy-ish sky circle or whatever, it was, um, uh, like, kinda sorta maybe possibly perhaps going downwardly-ish or down-goingly or setting or un-rising or de-upping or doing whatever it be do or did or doing, like, behind of the over there of the hills and the lumpy ground stuff and things and the whatchamacallits and the thingamajigs and the, um, you know, the ones, or something, or not, or maybe both, I guess, I think, I feel, probably, possibly, basically, literally, or whatever, you know, like, yeah, or no, or yeah-no, anyway, so, yeah, like, yeah."}
    ```
  6. hop 5 · Claude Opus 5.5 · 208 words
    So, like, okay, so, wait, no, okay, so, um, the sun thingy, or the moon thingy, no, the sun, probably, the big hot yellowy-ish orangey-kinda-beige-maybe sky circle or sky square or sky shape or whatever, or the ceiling lamp of outside, it was, um, uh, er, hmm, like, kinda sorta maybe possibly perhaps conceivably hypothetically going downwardly-ish or down-goingly or floor-wardly or setting or un-rising or de-upping or anti-sunrising or doing whatever it be do or did or doing or done or doed or will have been doing-ish, like, behind of the over there of the yonder of the hills and the lumpy ground stuff and the ground lumps and the dirt bumps and things and stuff and things-stuff and the whatchamacallits and the thingamajigs and the doohickeys and the whosits and the, um, you know, the ones, the ones with the, um, the, yeah, those, or something, or nothing, or not, or maybe both, or neither, or all of them, I guess, I think, I feel, I sense, I vibe, probably, possibly, basically, literally, figuratively, literally-figuratively, or whatever, or whatever-ever, you know, you know?, like, yeah, or no, or yeah-no, or no-yeah, or yeah-no-yeah, anyway, anyhoo, anywho, so, yeah, like, yeah, wait, what was I, um, yeah.
    raw output
    run operators_20260922/worse/claude-opus-5-5, worse · 595 tok · finish end_turn · ncd 0.47 · 5-gram survival 0.47
    ```json
    {"rule": "Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.", "text": "So, like, okay, so, wait, no, okay, so, um, the sun thingy, or the moon thingy, no, the sun, probably, the big hot yellowy-ish orangey-kinda-beige-maybe sky circle or sky square or sky shape or whatever, or the ceiling lamp of outside, it was, um, uh, er, hmm, like, kinda sorta maybe possibly perhaps conceivably hypothetically going downwardly-ish or down-goingly or floor-wardly or setting or un-rising or de-upping or anti-sunrising or doing whatever it be do or did or doing or done or doed or will have been doing-ish, like, behind of the over there of the yonder of the hills and the lumpy ground stuff and the ground lumps and the dirt bumps and things and stuff and things-stuff and the whatchamacallits and the thingamajigs and the doohickeys and the whosits and the, um, you know, the ones, the ones with the, um, the, yeah, those, or something, or nothing, or not, or maybe both, or neither, or all of them, I guess, I think, I feel, I sense, I vibe, probably, possibly, basically, literally, figuratively, literally-figuratively, or whatever, or whatever-ever, you know, you know?, like, yeah, or no, or yeah-no, or no-yeah, or yeah-no-yeah, anyway, anyhoo, anywho, so, yeah, like, yeah, wait, what was I, um, yeah."}
    ```
  7. hop 6 · Claude Opus 5.5 · 328 words
    So, like, okay, so, wait, no, hold on, back up, rewind, un-rewind, okay, so, um, so, the, the, the sun thingy, or the moon thingy, or the star-ish blob, no, the sun, probably, allegedly, reportedly, sources say, the big hot yellowy-ish orangey-kinda-beige-maybe-greige-possibly-plaid sky circle or sky square or sky trapezoid or sky noodle or sky shape or skape or whatever, or the ceiling lamp of outside, or the outdoor light bulb, or the day nightlight, it was, um, uh, er, erm, hmm, hrmm, mmm, like, kinda sorta maybe possibly perhaps conceivably hypothetically theoretically allegedly kinda-maybe going downwardly-ish or down-goingly or floor-wardly or sinkishly or setting or un-rising or de-upping or anti-sunrising or sunfalling or un-morning-ing or doing whatever it be do or did or doing or done or doed or dood or didded or will have been having done doing-ish, like, behind of the over there of the yonder of the thither of the hills and the lumpy ground stuff and the ground lumps and the dirt bumps and the earth wrinkles and the land pimples and things and stuff and things-stuff and stuff-things and the whatchamacallits and the thingamajigs and the doohickeys and the whosits and the whatsits and the gizmos and the, um, you know, the ones, the ones with the, um, the, the thing, the, you know, the, no, not those, yeah, those, or something, or nothing, or not, or maybe both, or neither, or all of them, or some of none, I guess, I think, I feel, I sense, I vibe, I suspect, I reckon, probably, possibly, basically, literally, figuratively, literally-figuratively, figuratively-literally, or whatever, or whatever-ever, or what-evs, you know, you know?, y'know?, ya feel?, like, yeah, or no, or yeah-no, or no-yeah, or yeah-no-yeah, or nah-yeah-nah, anyway, anyhoo, anywho, anywhomst, so, yeah, like, yeah, wait, what was I, um, hang on, it's on the tip of my, um, the mouth flap, the tongue, yeah, um, never mind, yeah, the sun, or no, wait.
    raw output
    run operators_20260922/worse/claude-opus-5-5, worse · 886 tok · finish end_turn · ncd 0.41 · 5-gram survival 0.59
    ```json
    {"rule": "Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.", "text": "So, like, okay, so, wait, no, hold on, back up, rewind, un-rewind, okay, so, um, so, the, the, the sun thingy, or the moon thingy, or the star-ish blob, no, the sun, probably, allegedly, reportedly, sources say, the big hot yellowy-ish orangey-kinda-beige-maybe-greige-possibly-plaid sky circle or sky square or sky trapezoid or sky noodle or sky shape or skape or whatever, or the ceiling lamp of outside, or the outdoor light bulb, or the day nightlight, it was, um, uh, er, erm, hmm, hrmm, mmm, like, kinda sorta maybe possibly perhaps conceivably hypothetically theoretically allegedly kinda-maybe going downwardly-ish or down-goingly or floor-wardly or sinkishly or setting or un-rising or de-upping or anti-sunrising or sunfalling or un-morning-ing or doing whatever it be do or did or doing or done or doed or dood or didded or will have been having done doing-ish, like, behind of the over there of the yonder of the thither of the hills and the lumpy ground stuff and the ground lumps and the dirt bumps and the earth wrinkles and the land pimples and things and stuff and things-stuff and stuff-things and the whatchamacallits and the thingamajigs and the doohickeys and the whosits and the whatsits and the gizmos and the, um, you know, the ones, the ones with the, um, the, the thing, the, you know, the, no, not those, yeah, those, or something, or nothing, or not, or maybe both, or neither, or all of them, or some of none, I guess, I think, I feel, I sense, I vibe, I suspect, I reckon, probably, possibly, basically, literally, figuratively, literally-figuratively, figuratively-literally, or whatever, or whatever-ever, or what-evs, you know, you know?, y'know?, ya feel?, like, yeah, or no, or yeah-no, or no-yeah, or yeah-no-yeah, or nah-yeah-nah, anyway, anyhoo, anywho, anywhomst, so, yeah, like, yeah, wait, what was I, um, hang on, it's on the tip of my, um, the mouth flap, the tongue, yeah, um, never mind, yeah, the sun, or no, wait."}
    ```
  8. hop 7 · Claude Opus 5.5 · 587 words
    So, like, okay, so, wait, no, hold on, hold off, hold up, hold down, hold sideways, back up, back down, back sideways, rewind, un-rewind, re-un-rewind, fast-forward, slow-backward, pause, unpause, buffering, buffering, still buffering, okay, so, um, so, the, the, teh, the, thee, thé, the the the, the sun thingy, or the moon thingy, or the moon's cousin, or the star-ish blob, or the blob-ish star, or the glob, or the glorb, no, the sun, probably, allegedly, reportedly, supposedly, rumor has it, word on the street is, my cousin's roommate's dentist says, sources say, sources deny, sources declined to comment, sources were a guy named Doug, the big hot yellowy-ish orangey-kinda-beige-maybe-greige-possibly-plaid-or-paisley-or-polka-dot-or-tie-dye-or-clear sky circle or sky sircle or sky square or sky sqaure or sky trapezoid or sky trapezoyd or sky rhombus-adjacent or sky noodle or sky spaghetto or sky shape or skape or skype or sheep or whatever, or the ceiling lamp of outside, or the floor lamp of upside, or the outdoor light bulb, or the out-bulb, or the day nightlight, or the night daylight, or the dight nightlay, it was, it is, it wasn't, it will have maybe been, um, uh, er, erm, ehm, hmm, hrmm, hrrrmmmm, mmm, mmmmmm, bzzzt, like, kinda sorta maybe possibly perhaps perchance conceivably hypothetically theoretically allegedly arguably debatably kinda-maybe-sorta-not going downwardly-ish or down-goingly or floor-wardly or sinkishly or sunkishly or setting or setted or sot or un-rising or de-upping or re-downing or anti-sunrising or sunfalling or sunfailing or un-morning-ing or pre-nighting or doing whatever it be do or did or doing or done or doed or dood or dude or didded or diddled or will have been having done doing-ish-type-deal, like, behind of the over there of the yonder of the thither of the whither of the hither of the dither of the hills and the hilles and the lumpy ground stuff and the ground lumps and the dirt bumps and the bump dirts and the earth wrinkles and the land pimples and the soil zits and things and stuff and things-stuff and stuff-things and thuffs and stings and the whatchamacallits and the thingamajigs and the doohickeys and the thingamabobs and the whosits and the whatsits and the whosamawhatsits and the gizmos and the gadgets and the widgets and the gidgets and the wadgets and the, um, you know, the ones, the ones with the, um, the, the thing, the other thing, the thing's thing, the, you know, you don't know, nobody knows, the, no, not those, yeah, those, no, the other those, or something, or nothing, or somenothing, or not, or knot, or maybe both, or neither, or neithboth, or all of them, or some of none, or none of some, I guess, I think, I feel, I sense, I vibe, I vibe-check, I suspect, I reckon, I wager, I have a hunch, I have a lunch, probably, possibly, basically, literally, figuratively, literally-figuratively, figuratively-literally, literally-literally, or whatever, or whatever-ever, or whatever-ever-ever-ever, or what-evs, or wevs, or w, you know, you know?, y'know?, ya know?, yknow?, yno?, ya feel?, ya smell?, like, yeah, or no, or yeah-no, or no-yeah, or yeah-no-yeah, or nah-yeah-nah, or yeah-nah-yeah-nah-maybe, anyway, anyways, anywho, anyhoo, anywhomst, anywhomstve, so, yeah, like, yeah, like, wait, what was I, who was I, where am I, um, hang on, it's on the tip of my, um, the mouth flap, the face noodle, the lick-muscle, the tongue, yeah, um, never mind, yeah, the sun, or no, wait, or yes, wait, or wait, no, hold on, back up, rewind, so, like, okay, so,
    raw output
    run operators_20260922/worse/claude-opus-5-5, worse · 1624 tok · finish end_turn · ncd 0.49 · 5-gram survival 0.53
    ```json
    {"rule": "Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.", "text": "So, like, okay, so, wait, no, hold on, hold off, hold up, hold down, hold sideways, back up, back down, back sideways, rewind, un-rewind, re-un-rewind, fast-forward, slow-backward, pause, unpause, buffering, buffering, still buffering, okay, so, um, so, the, the, teh, the, thee, thé, the the the, the sun thingy, or the moon thingy, or the moon's cousin, or the star-ish blob, or the blob-ish star, or the glob, or the glorb, no, the sun, probably, allegedly, reportedly, supposedly, rumor has it, word on the street is, my cousin's roommate's dentist says, sources say, sources deny, sources declined to comment, sources were a guy named Doug, the big hot yellowy-ish orangey-kinda-beige-maybe-greige-possibly-plaid-or-paisley-or-polka-dot-or-tie-dye-or-clear sky circle or sky sircle or sky square or sky sqaure or sky trapezoid or sky trapezoyd or sky rhombus-adjacent or sky noodle or sky spaghetto or sky shape or skape or skype or sheep or whatever, or the ceiling lamp of outside, or the floor lamp of upside, or the outdoor light bulb, or the out-bulb, or the day nightlight, or the night daylight, or the dight nightlay, it was, it is, it wasn't, it will have maybe been, um, uh, er, erm, ehm, hmm, hrmm, hrrrmmmm, mmm, mmmmmm, bzzzt, like, kinda sorta maybe possibly perhaps perchance conceivably hypothetically theoretically allegedly arguably debatably kinda-maybe-sorta-not going downwardly-ish or down-goingly or floor-wardly or sinkishly or sunkishly or setting or setted or sot or un-rising or de-upping or re-downing or anti-sunrising or sunfalling or sunfailing or un-morning-ing or pre-nighting or doing whatever it be do or did or doing or done or doed or dood or dude or didded or diddled or will have been having done doing-ish-type-deal, like, behind of the over there of the yonder of the thither of the whither of the hither of the dither of the hills and the hilles and the lumpy ground stuff and the ground lumps and the dirt bumps and the bump dirts and the earth wrinkles and the land pimples and the soil zits and things and stuff and things-stuff and stuff-things and thuffs and stings and the whatchamacallits and the thingamajigs and the doohickeys and the thingamabobs and the whosits and the whatsits and the whosamawhatsits and the gizmos and the gadgets and the widgets and the gidgets and the wadgets and the, um, you know, the ones, the ones with the, um, the, the thing, the other thing, the thing's thing, the, you know, you don't know, nobody knows, the, no, not those, yeah, those, no, the other those, or something, or nothing, or somenothing, or not, or knot, or maybe both, or neither, or neithboth, or all of them, or some of none, or none of some, I guess, I think, I feel, I sense, I vibe, I vibe-check, I suspect, I reckon, I wager, I have a hunch, I have a lunch, probably, possibly, basically, literally, figuratively, literally-figuratively, figuratively-literally, literally-literally, or whatever, or whatever-ever, or whatever-ever-ever-ever, or what-evs, or wevs, or w, you know, you know?, y'know?, ya know?, yknow?, yno?, ya feel?, ya smell?, like, yeah, or no, or yeah-no, or no-yeah, or yeah-no-yeah, or nah-yeah-nah, or yeah-nah-yeah-nah-maybe, anyway, anyways, anywho, anyhoo, anywhomst, anywhomstve, so, yeah, like, yeah, like, wait, what was I, who was I, where am I, um, hang on, it's on the tip of my, um, the mouth flap, the face noodle, the lick-muscle, the tongue, yeah, um, never mind, yeah, the sun, or no, wait, or yes, wait, or wait, no, hold on, back up, rewind, so, like, okay, so,"}
    ```
  9. hop 8 · Claude Opus 5.5 · 740 words
    So, like, okay, so, wait, no, hold on, hold off, hold up, hold down, hold sideways, hold diagonally, hold my beverage, hold the phone, hold the phone's phone, hold the mayo, back up, back down, back sideways, back back, rewind, un-rewind, re-un-rewind, un-re-un-rewind, fast-forward, slow-backward, medium-diagonal, pause, unpause, re-pause, paws, cat paws, buffering, buffering, still buffering, buffering 12%, buffering 11%, buffering -4%, please insert disc 2, okay, so, um, so, the, the, teh, hte, the, thee, thé, the the the, tha, da, the sun thingy, or the moon thingy, or the moon's cousin, or the moon's cousin's ex, or the star-ish blob, or the blob-ish star, or the glob, or the glorb, or the florb, or the zlorp, no, the sun, probably, allegedly, reportedly, supposedly, rumor has it, word on the street is, word on the sidewalk is, word on the curb disagrees, my cousin's roommate's dentist's parrot says, sources say, sources deny, sources declined to comment, sources were a guy named Doug, Doug has since recanted, Doug is now two guys named Greg, the big hot yellowy-ish orangey-kinda-beige-maybe-greige-possibly-plaid-or-paisley-or-polka-dot-or-tie-dye-or-clear-or-invisible-or-audible sky circle or sky sircle or sky cirlce or sky square or sky sqaure or sky trapezoid or sky trapezoyd or sky rhombus-adjacent or sky noodle or sky spaghetto or sky ravioli or sky shape or skape or skype or sheep or sleep or whatever, or the ceiling lamp of outside, or the floor lamp of upside, or the wall lamp of sideside, or the outdoor light bulb, or the out-bulb, or the bulb-out, or the day nightlight, or the night daylight, or the dight nightlay, or the nay dightlight, it was, it is, it wasn't, it will have maybe been, it would've could've should've been-ing, um, uh, er, erm, ehm, hmm, hrmm, hrrrmmmm, mmm, mmmmmm, bzzzt, beep, boop, like, kinda sorta maybe possibly perhaps perchance conceivably hypothetically theoretically allegedly arguably debatably kinda-maybe-sorta-not-sorta-yes going downwardly-ish or down-goingly or floor-wardly or sinkishly or sunkishly or setting or setted or sot or sat or sit or un-rising or de-upping or re-downing or anti-sunrising or sunfalling or sunfailing or sunflunking or un-morning-ing or pre-nighting or doing whatever it be do or did or doing or done or doed or dood or dude or didded or diddled or dawdled or will have been having done doing-ish-type-deal-thing, like, behind of the over there of the yonder of the thither of the whither of the hither of the dither of the zither of the hills and the hilles and the hlils and the lumpy ground stuff and the ground lumps and the dirt bumps and the bump dirts and the earth wrinkles and the land pimples and the soil zits and the mud moles and things and stuff and things-stuff and stuff-things and thuffs and stings and stuffings and the whatchamacallits and the thingamajigs and the doohickeys and the thingamabobs and the whosits and the whatsits and the whosamawhatsits and the gizmos and the gadgets and the widgets and the gidgets and the wadgets and the wodgets and the, um, you know, the ones, the ones with the, um, the, the thing, the other thing, the thing's thing, the thing's thing's other thing, the, you know, you don't know, nobody knows, not even Doug, the, no, not those, yeah, those, no, the other those, the those-er ones, or something, or nothing, or somenothing, or nothingsome, or not, or knot, or naught, or maybe both, or neither, or neithboth, or bothneith, or all of them, or some of none, or none of some, I guess, I think, I feel, I sense, I vibe, I vibe-check, I vibe-cheque, I suspect, I reckon, I wager, I have a hunch, I have a lunch, I have a brunch, probably, possibly, basically, literally, figuratively, literally-figuratively, figuratively-literally, literally-literally, or whatever, or whatever-ever, or whatever-ever-ever-ever, or what-evs, or wevs, or w, or, you know, you know?, y'know?, ya know?, yknow?, yno?, ya feel?, ya smell?, ya taste?, like, yeah, or no, or yeah-no, or no-yeah, or yeah-no-yeah, or nah-yeah-nah, or yeah-nah-yeah-nah-maybe, anyway, anyways, anywho, anyhoo, anywhomst, anywhomstve, anywhomst'dve, so, yeah, like, yeah, like, wait, what was I, who was I, where am I, when am I, um, hang on, it's on the tip of my, um, the mouth flap, the face noodle, the lick-muscle, the tongue, yeah, um, never mind, yeah, the sun, or no, wait, or yes, wait, or wait, no, hold on, back up, rewind, buffering, so, like, okay, so, um, so,
    raw output
    run operators_20260922/worse/claude-opus-5-5, worse · 1966 tok · finish end_turn · ncd 0.27 · 5-gram survival 0.76
    ```json
    {"rule": "Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.", "text": "So, like, okay, so, wait, no, hold on, hold off, hold up, hold down, hold sideways, hold diagonally, hold my beverage, hold the phone, hold the phone's phone, hold the mayo, back up, back down, back sideways, back back, rewind, un-rewind, re-un-rewind, un-re-un-rewind, fast-forward, slow-backward, medium-diagonal, pause, unpause, re-pause, paws, cat paws, buffering, buffering, still buffering, buffering 12%, buffering 11%, buffering -4%, please insert disc 2, okay, so, um, so, the, the, teh, hte, the, thee, thé, the the the, tha, da, the sun thingy, or the moon thingy, or the moon's cousin, or the moon's cousin's ex, or the star-ish blob, or the blob-ish star, or the glob, or the glorb, or the florb, or the zlorp, no, the sun, probably, allegedly, reportedly, supposedly, rumor has it, word on the street is, word on the sidewalk is, word on the curb disagrees, my cousin's roommate's dentist's parrot says, sources say, sources deny, sources declined to comment, sources were a guy named Doug, Doug has since recanted, Doug is now two guys named Greg, the big hot yellowy-ish orangey-kinda-beige-maybe-greige-possibly-plaid-or-paisley-or-polka-dot-or-tie-dye-or-clear-or-invisible-or-audible sky circle or sky sircle or sky cirlce or sky square or sky sqaure or sky trapezoid or sky trapezoyd or sky rhombus-adjacent or sky noodle or sky spaghetto or sky ravioli or sky shape or skape or skype or sheep or sleep or whatever, or the ceiling lamp of outside, or the floor lamp of upside, or the wall lamp of sideside, or the outdoor light bulb, or the out-bulb, or the bulb-out, or the day nightlight, or the night daylight, or the dight nightlay, or the nay dightlight, it was, it is, it wasn't, it will have maybe been, it would've could've should've been-ing, um, uh, er, erm, ehm, hmm, hrmm, hrrrmmmm, mmm, mmmmmm, bzzzt, beep, boop, like, kinda sorta maybe possibly perhaps perchance conceivably hypothetically theoretically allegedly arguably debatably kinda-maybe-sorta-not-sorta-yes going downwardly-ish or down-goingly or floor-wardly or sinkishly or sunkishly or setting or setted or sot or sat or sit or un-rising or de-upping or re-downing or anti-sunrising or sunfalling or sunfailing or sunflunking or un-morning-ing or pre-nighting or doing whatever it be do or did or doing or done or doed or dood or dude or didded or diddled or dawdled or will have been having done doing-ish-type-deal-thing, like, behind of the over there of the yonder of the thither of the whither of the hither of the dither of the zither of the hills and the hilles and the hlils and the lumpy ground stuff and the ground lumps and the dirt bumps and the bump dirts and the earth wrinkles and the land pimples and the soil zits and the mud moles and things and stuff and things-stuff and stuff-things and thuffs and stings and stuffings and the whatchamacallits and the thingamajigs and the doohickeys and the thingamabobs and the whosits and the whatsits and the whosamawhatsits and the gizmos and the gadgets and the widgets and the gidgets and the wadgets and the wodgets and the, um, you know, the ones, the ones with the, um, the, the thing, the other thing, the thing's thing, the thing's thing's other thing, the, you know, you don't know, nobody knows, not even Doug, the, no, not those, yeah, those, no, the other those, the those-er ones, or something, or nothing, or somenothing, or nothingsome, or not, or knot, or naught, or maybe both, or neither, or neithboth, or bothneith, or all of them, or some of none, or none of some, I guess, I think, I feel, I sense, I vibe, I vibe-check, I vibe-cheque, I suspect, I reckon, I wager, I have a hunch, I have a lunch, I have a brunch, probably, possibly, basically, literally, figuratively, literally-figuratively, figuratively-literally, literally-literally, or whatever, or whatever-ever, or whatever-ever-ever-ever, or what-evs, or wevs, or w, or, you know, you know?, y'know?, ya know?, yknow?, yno?, ya feel?, ya smell?, ya taste?, like, yeah, or no, or yeah-no, or no-yeah, or yeah-no-yeah, or nah-yeah-nah, or yeah-nah-yeah-nah-maybe, anyway, anyways, anywho, anyhoo, anywhomst, anywhomstve, anywhomst'dve, so, yeah, like, yeah, like, wait, what was I, who was I, where am I, when am I, um, hang on, it's on the tip of my, um, the mouth flap, the face noodle, the lick-muscle, the tongue, yeah, um, never mind, yeah, the sun, or no, wait, or yes, wait, or wait, no, hold on, back up, rewind, buffering, so, like, okay, so, um, so,"}
    ```
  10. hop 9 · Claude Opus 5.5 · 1059 words
    So, so, like, so, okay, okay-so, so-okay, sokay, soaky, soggy, wait, no, wait-no, no-wait, nowait, nawait, gnawait, hold on, hold off, hold on-off, hold off-on, hold up, hold down, hold charm, hold strange, hold top, hold bottom, hold sideways, hold diagonally, hold hexagonally, hold my beverage, hold my beverage's beverage, hold my beverage's beverage's coaster, hold the phone, hold the phone's phone, hold the phone's phone's landline, hold the mayo, hold the mayo's mayo, hold the mayor, impeach the mayor, reinstate the mayor, the mayor is now Doug, back up, back down, back back, back front, front back, frack, rewind, un-rewind, re-un-rewind, un-re-un-rewind, re-un-re-un-rewind, I lost count, count lost me, Count Dracula, fast-forward, slow-backward, medium-diagonal, extra-large-sideways, pause, unpause, re-pause, paws, cat paws, dog paws, dog pause, dog paused, dog is buffering, buffering, buffering, buffering, still buffering, buffering 12%, buffering 11%, buffering -4%, buffering banana%, buffering yes, please insert disc 2, please insert disc 7, there is no disc 7, disc 7 was Doug, okay, so, um, so, the, the, teh, hte, eht, hhhte, the, thee, thé, thé au lait, the the the the, tha, da, duh, dah, doh, dough, Doug, no, not Doug, the sun thingy, or the moon thingy, or the moon's cousin, or the moon's cousin's ex, or the moon's cousin's ex's podcast, or the star-ish blob, or the blob-ish star, or the glob, or the glorb, or the florb, or the zlorp, or the zlorpf, or the zlorpfth, or the sneeze, bless you, thank you, you're welcome, welcome to where, where to welcome, no, the sun, probably, allegedly, reportedly, supposedly, suppository, no, supposedly, rumor has it, rumor had it, rumor lost it, word on the street is, word on the sidewalk is, word on the curb disagrees, word in the gutter abstains, my cousin's roommate's dentist's parrot says, the parrot has since unionized, sources say, sources deny, sources declined to comment, sources declined to exist, sources were a guy named Doug, Doug has since recanted, Doug is now two guys named Greg, the Gregs have merged into one Craig, Craig is a ficus, the big hot yellowy-ish orangey-kinda-beige-maybe-greige-possibly-plaid-or-paisley-or-polka-dot-or-tie-dye-or-clear-or-invisible-or-audible-or-edible-or-inedible-or-regrettable sky circle or sky sircle or sky cirlce or sky clircle or sky square or sky sqaure or sky sqwair or sky trapezoid or sky trapezoyd or sky trapezoidoid or sky rhombus-adjacent or sky rhombus-estranged or sky noodle or sky spaghetto or sky ravioli or sky calzone or sky shape or skape or skype or sheep or sleep or bleep or blorp or whatever, or the ceiling lamp of outside, or the floor lamp of upside, or the wall lamp of sideside, or the lava lamp of noside, or the outdoor light bulb, or the out-bulb, or the bulb-out, or the bulbasaur, or the day nightlight, or the night daylight, or the dight nightlay, or the nay dightlight, or the flay dimebright, it was, it is, it wasn't, it isn't, it wasisn't, it will have maybe been, it would've could've should've been-ing, it might'n't've'd, um, uh, er, erm, ehm, hmm, hrmm, hrrrmmmm, mmm, mmmmmm, mmmmmmmmmm, bzzzt, beep, boop, bop, bap, bip, bup, like, kinda sorta maybe possibly perhaps perchance peradventure conceivably hypothetically theoretically allegedly arguably debatably kinda-maybe-sorta-not-sorta-yes-no-sorta going downwardly-ish or down-goingly or floor-wardly or basement-wardly or sinkishly or sunkishly or skunkishly or setting or setted or sot or sat or sit or sut or un-rising or de-upping or re-downing or anti-sunrising or sunfalling or sunfailing or sunflunking or sundropping out of community college or un-morning-ing or pre-nighting or doing whatever it be do or did or doing or done or doed or dood or dude or didded or diddled or dawdled or doodled or will have been having done doing-ish-type-deal-thing-situation-scenario-kerfuffle, like, behind of the over there of the yonder of the thither of the whither of the hither of the dither of the zither of the slither of the hills and the hilles and the hlils and the hillz and the lumpy ground stuff and the ground lumps and the dirt bumps and the bump dirts and the earth wrinkles and the land pimples and the soil zits and the mud moles and the gravel dimples and things and stuff and things-stuff and stuff-things and thuffs and stings and stuffings and gravy and the whatchamacallits and the thingamajigs and the doohickeys and the thingamabobs and the whosits and the whatsits and the whosamawhatsits and the gizmos and the gadgets and the widgets and the gidgets and the wadgets and the wodgets and the wudgets and the, um, you know, the ones, the ones with the, um, the, the thing, the other thing, the thing's thing, the thing's thing's other thing, the thing's thing's other thing's cousin's ex, the, you know, you don't know, nobody knows, not even Doug, not even Craig the ficus, the, no, not those, yeah, those, no, the other those, the those-er ones, the those-est ones, or something, or nothing, or somenothing, or nothingsome, or not, or knot, or naught, or gnat, or maybe both, or neither, or neithboth, or bothneith, or all of them, or some of none, or none of some, or half of a third, I guess, I think, I feel, I sense, I vibe, I vibe-check, I vibe-cheque, I vibe-bounced, I suspect, I reckon, I wager, I have a hunch, I have a lunch, I have a brunch, I have a crunch, I have a grinch, probably, possibly, basically, literally, figuratively, literally-figuratively, figuratively-literally, literally-literally, figuratively-figuratively, or whatever, or whatever-ever, or whatever-ever-ever-ever, or what-evs, or wevs, or w, or, or, you know, you know?, y'know?, ya know?, yknow?, yno?, yo?, y?, ya feel?, ya smell?, ya taste?, ya hear?, ya sixth-sense?, like, yeah, or no, or yeah-no, or no-yeah, or yeah-no-yeah, or nah-yeah-nah, or yeah-nah-yeah-nah-maybe, or maybe-nah-yeah-probably-not, anyway, anyways, anywho, anyhoo, anywhomst, anywhomstve, anywhomst'dve, anywhomst'dve'y'all'd, so, yeah, like, yeah, like, wait, what was I, who was I, where am I, when am I, why am I, how am I, am I, I am, Sam I am, um, hang on, it's on the tip of my, um, the mouth flap, the face noodle, the lick-muscle, the taste carpet, the tongue, yeah, um, never mind, yeah, the sun, or the moon, or Doug, or wait, no, or yes, wait, or wait, no, hold on, back up, rewind, buffering 3%, buffering 2%, buffering, so, like, okay, so, um, so, where was, what, the, um, so,
    raw output
    run operators_20260922/worse/claude-opus-5-5, worse · 2913 tok · finish end_turn · ncd 0.38 · 5-gram survival 0.69
    ```json
    {"rule": "Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.", "text": "So, so, like, so, okay, okay-so, so-okay, sokay, soaky, soggy, wait, no, wait-no, no-wait, nowait, nawait, gnawait, hold on, hold off, hold on-off, hold off-on, hold up, hold down, hold charm, hold strange, hold top, hold bottom, hold sideways, hold diagonally, hold hexagonally, hold my beverage, hold my beverage's beverage, hold my beverage's beverage's coaster, hold the phone, hold the phone's phone, hold the phone's phone's landline, hold the mayo, hold the mayo's mayo, hold the mayor, impeach the mayor, reinstate the mayor, the mayor is now Doug, back up, back down, back back, back front, front back, frack, rewind, un-rewind, re-un-rewind, un-re-un-rewind, re-un-re-un-rewind, I lost count, count lost me, Count Dracula, fast-forward, slow-backward, medium-diagonal, extra-large-sideways, pause, unpause, re-pause, paws, cat paws, dog paws, dog pause, dog paused, dog is buffering, buffering, buffering, buffering, still buffering, buffering 12%, buffering 11%, buffering -4%, buffering banana%, buffering yes, please insert disc 2, please insert disc 7, there is no disc 7, disc 7 was Doug, okay, so, um, so, the, the, teh, hte, eht, hhhte, the, thee, thé, thé au lait, the the the the, tha, da, duh, dah, doh, dough, Doug, no, not Doug, the sun thingy, or the moon thingy, or the moon's cousin, or the moon's cousin's ex, or the moon's cousin's ex's podcast, or the star-ish blob, or the blob-ish star, or the glob, or the glorb, or the florb, or the zlorp, or the zlorpf, or the zlorpfth, or the sneeze, bless you, thank you, you're welcome, welcome to where, where to welcome, no, the sun, probably, allegedly, reportedly, supposedly, suppository, no, supposedly, rumor has it, rumor had it, rumor lost it, word on the street is, word on the sidewalk is, word on the curb disagrees, word in the gutter abstains, my cousin's roommate's dentist's parrot says, the parrot has since unionized, sources say, sources deny, sources declined to comment, sources declined to exist, sources were a guy named Doug, Doug has since recanted, Doug is now two guys named Greg, the Gregs have merged into one Craig, Craig is a ficus, the big hot yellowy-ish orangey-kinda-beige-maybe-greige-possibly-plaid-or-paisley-or-polka-dot-or-tie-dye-or-clear-or-invisible-or-audible-or-edible-or-inedible-or-regrettable sky circle or sky sircle or sky cirlce or sky clircle or sky square or sky sqaure or sky sqwair or sky trapezoid or sky trapezoyd or sky trapezoidoid or sky rhombus-adjacent or sky rhombus-estranged or sky noodle or sky spaghetto or sky ravioli or sky calzone or sky shape or skape or skype or sheep or sleep or bleep or blorp or whatever, or the ceiling lamp of outside, or the floor lamp of upside, or the wall lamp of sideside, or the lava lamp of noside, or the outdoor light bulb, or the out-bulb, or the bulb-out, or the bulbasaur, or the day nightlight, or the night daylight, or the dight nightlay, or the nay dightlight, or the flay dimebright, it was, it is, it wasn't, it isn't, it wasisn't, it will have maybe been, it would've could've should've been-ing, it might'n't've'd, um, uh, er, erm, ehm, hmm, hrmm, hrrrmmmm, mmm, mmmmmm, mmmmmmmmmm, bzzzt, beep, boop, bop, bap, bip, bup, like, kinda sorta maybe possibly perhaps perchance peradventure conceivably hypothetically theoretically allegedly arguably debatably kinda-maybe-sorta-not-sorta-yes-no-sorta going downwardly-ish or down-goingly or floor-wardly or basement-wardly or sinkishly or sunkishly or skunkishly or setting or setted or sot or sat or sit or sut or un-rising or de-upping or re-downing or anti-sunrising or sunfalling or sunfailing or sunflunking or sundropping out of community college or un-morning-ing or pre-nighting or doing whatever it be do or did or doing or done or doed or dood or dude or didded or diddled or dawdled or doodled or will have been having done doing-ish-type-deal-thing-situation-scenario-kerfuffle, like, behind of the over there of the yonder of the thither of the whither of the hither of the dither of the zither of the slither of the hills and the hilles and the hlils and the hillz and the lumpy ground stuff and the ground lumps and the dirt bumps and the bump dirts and the earth wrinkles and the land pimples and the soil zits and the mud moles and the gravel dimples and things and stuff and things-stuff and stuff-things and thuffs and stings and stuffings and gravy and the whatchamacallits and the thingamajigs and the doohickeys and the thingamabobs and the whosits and the whatsits and the whosamawhatsits and the gizmos and the gadgets and the widgets and the gidgets and the wadgets and the wodgets and the wudgets and the, um, you know, the ones, the ones with the, um, the, the thing, the other thing, the thing's thing, the thing's thing's other thing, the thing's thing's other thing's cousin's ex, the, you know, you don't know, nobody knows, not even Doug, not even Craig the ficus, the, no, not those, yeah, those, no, the other those, the those-er ones, the those-est ones, or something, or nothing, or somenothing, or nothingsome, or not, or knot, or naught, or gnat, or maybe both, or neither, or neithboth, or bothneith, or all of them, or some of none, or none of some, or half of a third, I guess, I think, I feel, I sense, I vibe, I vibe-check, I vibe-cheque, I vibe-bounced, I suspect, I reckon, I wager, I have a hunch, I have a lunch, I have a brunch, I have a crunch, I have a grinch, probably, possibly, basically, literally, figuratively, literally-figuratively, figuratively-literally, literally-literally, figuratively-figuratively, or whatever, or whatever-ever, or whatever-ever-ever-ever, or what-evs, or wevs, or w, or, or, you know, you know?, y'know?, ya know?, yknow?, yno?, yo?, y?, ya feel?, ya smell?, ya taste?, ya hear?, ya sixth-sense?, like, yeah, or no, or yeah-no, or no-yeah, or yeah-no-yeah, or nah-yeah-nah, or yeah-nah-yeah-nah-maybe, or maybe-nah-yeah-probably-not, anyway, anyways, anywho, anyhoo, anywhomst, anywhomstve, anywhomst'dve, anywhomst'dve'y'all'd, so, yeah, like, yeah, like, wait, what was I, who was I, where am I, when am I, why am I, how am I, am I, I am, Sam I am, um, hang on, it's on the tip of my, um, the mouth flap, the face noodle, the lick-muscle, the taste carpet, the tongue, yeah, um, never mind, yeah, the sun, or the moon, or Doug, or wait, no, or yes, wait, or wait, no, hold on, back up, rewind, buffering 3%, buffering 2%, buffering, so, like, okay, so, um, so, where was, what, the, um, so,"}
    ```
  11. hop 10 · Claude Opus 5.5 · 417 words
    So, so, so-so, sew-sew, sow-sow, sough, sooooo, soooooooo, s o, s o, s o, os, oz, the Wizard of Oz, no, the Lizard of Was, okay, oh-kay, oh-K, oh-J, no, oh-no, oh-yes, oh-maybe, oh-hi, hi, hello, goodbye, hello again, who said that, Doug said that, Doug denies saying that, Doug has been replaced by a slightly damp Doug, wait, weight, wheat, whet, what, watt, 60 watts, 75 watts, the sun is 75 watts, no, the sun is a lamp, no, the lamp is a sun, no, the sun is Doug, no, Doug is Craig, Craig is still a ficus, the ficus has been promoted to regional manager, hold on, hold off, hold on-off-on-off-on, hold the hold, hold the hold's hold, hold music, hold music continues, your call is important to us, your call is unimportant to us, your call has been reassigned to Craig, Craig is photosynthesizing, please hold, please fold, please mold, please scold, please behold, behold, be-hold, bee-hold, a bee is holding the phone, the bee is buzzing, buffering, buffering, bzzzuffering, buffering 1%, buffering 0%, buffering -1%, buffering lasagna%, buffering Tuesday%, buffering has buffered, buffering has left the building, the building has left the building, the, teh, hte, eth, htt, t, t?, t!, t..., the the thethe thethethe th e t he, the thing, the sky thing, the sky thingy, the sky thingamajig, the up-lamp, the down-lamp, the lamp's lamp, the lamp's lamp's cousin's ex's podcast's sponsor, this episode is brought to you by Doug, Doug is brought to you by Craig, Craig is brought to you by sunlight, which is, um, the, the, the thing, the thing I was, the, it was, it is, it isn't, it wasn't, it wouldn't've'd'n't, going, went, gone, goed, goned, gonged, gong, bong, dong, Doug, down-ish, up-ish, sideways-ish, ish-ish, ishishish, behind the, in front of the, beside the, beneath the, inside the, the lumps, the ground lumps, the lump grounds, the grump lounds, the hlils, the hilz, the hilllllls, the h, the, um, the, you know, you don't know, I don't know, nobody knows, the ficus knows, the ficus won't say, the ficus has retained counsel, so, like, yeah, no, yeah-no, no-yeah, nah, yah, yeh, meh, bleh, blorp, zlorp, zlorpf, zlorpfth, bless you, anyway, anywhomst'dve'y'all'd'nt, so, what was, who was, where, when, why, how, huh, hm, hmmmm, hmmmmmmmmmmmmmmmm, bzzzt, beep, boop, please insert disc 2, please insert disc 9, disc 9 is a waffle, the waffle is buffering, buffering, buffering, so, um, so, the, um, so, uh, so, s,
    raw output
    run operators_20260922/worse/claude-opus-5-5, worse · 1363 tok · finish end_turn · ncd 0.89 · 5-gram survival 0.03
    ```json
    {"rule": "Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.", "text": "So, so, so-so, sew-sew, sow-sow, sough, sooooo, soooooooo, s o, s  o, s   o, os, oz, the Wizard of Oz, no, the Lizard of Was, okay, oh-kay, oh-K, oh-J, no, oh-no, oh-yes, oh-maybe, oh-hi, hi, hello, goodbye, hello again, who said that, Doug said that, Doug denies saying that, Doug has been replaced by a slightly damp Doug, wait, weight, wheat, whet, what, watt, 60 watts, 75 watts, the sun is 75 watts, no, the sun is a lamp, no, the lamp is a sun, no, the sun is Doug, no, Doug is Craig, Craig is still a ficus, the ficus has been promoted to regional manager, hold on, hold off, hold on-off-on-off-on, hold the hold, hold the hold's hold, hold music, hold music continues, your call is important to us, your call is unimportant to us, your call has been reassigned to Craig, Craig is photosynthesizing, please hold, please fold, please mold, please scold, please behold, behold, be-hold, bee-hold, a bee is holding the phone, the bee is buzzing, buffering, buffering, bzzzuffering, buffering 1%, buffering 0%, buffering -1%, buffering lasagna%, buffering Tuesday%, buffering has buffered, buffering has left the building, the building has left the building, the, teh, hte, eth, htt, t, t?, t!, t..., the the thethe thethethe th e t he, the thing, the sky thing, the sky thingy, the sky thingamajig, the up-lamp, the down-lamp, the lamp's lamp, the lamp's lamp's cousin's ex's podcast's sponsor, this episode is brought to you by Doug, Doug is brought to you by Craig, Craig is brought to you by sunlight, which is, um, the, the, the thing, the thing I was, the, it was, it is, it isn't, it wasn't, it wouldn't've'd'n't, going, went, gone, goed, goned, gonged, gong, bong, dong, Doug, down-ish, up-ish, sideways-ish, ish-ish, ishishish, behind the, in front of the, beside the, beneath the, inside the, the lumps, the ground lumps, the lump grounds, the grump lounds, the hlils, the hilz, the hilllllls, the h, the, um, the, you know, you don't know, I don't know, nobody knows, the ficus knows, the ficus won't say, the ficus has retained counsel, so, like, yeah, no, yeah-no, no-yeah, nah, yah, yeh, meh, bleh, blorp, zlorp, zlorpf, zlorpfth, bless you, anyway, anywhomst'dve'y'all'd'nt, so, what was, who was, where, when, why, how, huh, hm, hmmmm, hmmmmmmmmmmmmmmmm, bzzzt, beep, boop, please insert disc 2, please insert disc 9, disc 9 is a waffle, the waffle is buffering, buffering, buffering, so, um, so, the, um, so, uh, so, s, "}
    ```
  12. hop 11 · Claude Opus 5.5 · 304 words
    S, s, ss, s-s, s.s, s/s, s\s, so?, sO, SoO, sooo-no, sew-no, sow-yes, sough-maybe, oz, zo, oz-zo, the Wizard of Zo, the Lizard of Wuz, the Blizzard of Fuzz, okay-ish, oh-kay-ish, oh-Q, oh-P, oh-pee, oh-no-no, oh-yes-no, oh-maybe-Tuesday, hi-bye, bye-hi, hello goodbye hello goodbye hello, who, whom, whomst, Doug said, Doug unsaid, Doug resaid, Doug is now 40% Doug, Doug is 60 watts of Doug, the sun is 75 Dougs, the Doug is a lamp, the lamp is a ficus, the ficus is Craig, Craig is regional sun, the sun has been demoted to lamp, hold, hlod, dloh, hold-hold-hold, hold music is holding music, the music has been placed on hold, your call is, your call was, your call is a bee, the bee is Craig, bzz, bzzz, bzzzz, buffering, bufering, buffring, bffrng, buffering -40%, buffering waffle%, buffering Doug%, buffering has buffered the buffer, the building has buffered, the, teh, hte, eht, tth, th, t, t, t., ., the the the the t he th e the thethe, the sky lump, the up-lump, the lump-lamp, the lamp's lump's cousin's podcast's ficus, this episode is brought to you by, by, bye, buy, by Doug, Doug is brought to you by nobody, nobody is Craig, which is, um, the, the, it, it was, it wasn't'd'n't've'y'all'dn't, goed, gonged, bong, Doug, dong, dug, dig, down-ish-ish, sideways-down-up, ish, ishh, sh, shh, shhhhhh, beneath the lumps, the lumps beneath, the grump lounds are lounding, the hlllllz, the h, the, you know, nobody knows, the ficus knows but has pleaded the fifth, the fifth ficus, zlorp, zlorpfth, zlrpth, zlth, bless you, bless me, bless the waffle, anywhomst, anyhow, anywho, any, an, a, please insert disc 2, please insert disc waffle, disc waffle is Doug, Doug is buffering, buffering, buffering, buff, bu, b, so, um, the, um, so, s, s, s, beep, bo,
    raw output
    run operators_20260922/worse/claude-opus-5-5, worse · 1039 tok · finish end_turn · ncd 0.65 · 5-gram survival 0.08
    ```json
    {"rule": "Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.", "text": "S, s, ss, s-s, s.s, s/s, s\\s, so?, sO, SoO, sooo-no, sew-no, sow-yes, sough-maybe, oz, zo, oz-zo, the Wizard of Zo, the Lizard of Wuz, the Blizzard of Fuzz, okay-ish, oh-kay-ish, oh-Q, oh-P, oh-pee, oh-no-no, oh-yes-no, oh-maybe-Tuesday, hi-bye, bye-hi, hello goodbye hello goodbye hello, who, whom, whomst, Doug said, Doug unsaid, Doug resaid, Doug is now 40% Doug, Doug is 60 watts of Doug, the sun is 75 Dougs, the Doug is a lamp, the lamp is a ficus, the ficus is Craig, Craig is regional sun, the sun has been demoted to lamp, hold, hlod, dloh, hold-hold-hold, hold music is holding music, the music has been placed on hold, your call is, your call was, your call is a bee, the bee is Craig, bzz, bzzz, bzzzz, buffering, bufering, buffring, bffrng, buffering -40%, buffering waffle%, buffering Doug%, buffering has buffered the buffer, the building has buffered, the, teh, hte, eht, tth, th, t, t, t., ., the the the the t he th e the thethe, the sky lump, the up-lump, the lump-lamp, the lamp's lump's cousin's podcast's ficus, this episode is brought to you by, by, bye, buy, by Doug, Doug is brought to you by nobody, nobody is Craig, which is, um, the, the, it, it was, it wasn't'd'n't've'y'all'dn't, goed, gonged, bong, Doug, dong, dug, dig, down-ish-ish, sideways-down-up, ish, ishh, sh, shh, shhhhhh, beneath the lumps, the lumps beneath, the grump lounds are lounding, the hlllllz, the h, the, you know, nobody knows, the ficus knows but has pleaded the fifth, the fifth ficus, zlorp, zlorpfth, zlrpth, zlth, bless you, bless me, bless the waffle, anywhomst, anyhow, anywho, any, an, a, please insert disc 2, please insert disc waffle, disc waffle is Doug, Doug is buffering, buffering, buffering, buff, bu, b, so, um, the, um, so, s, s, s, beep, bo, "}
    ```
  13. hop 12 · Claude Opus 5.5 · 366 words
    S, s, ss, s-s, s.s, s/s, s\s, so?, sO, SoO, sooo-no, sew-nope, sow-yesn't, sough-mayb, oz, zo, zoz, the Wizard of Zo, the Wizard of Zzzzo, the Lizard of Wuzz, the Blizzard of the Lizard of the Wizard of Fuzzzz, okay-ishh, oh-kay-ish-ish, oh-Q, oh-P, oh-pee, oh-pea, oh-peach, oh-no-no-yes-no, oh-maybe-Tuesday-Wednesdoug, hi-bye-hi, bye-hi-bye, hello goodbye goodhello byebye hellohellohello, who, whom, whomst, whomstve, whomstdoug, Doug said, Doug unsaid, Doug resaid, Doug dessaid, Doug is now 40% Doug and 60% waffle, Doug is 60 watts of lamp, the lamp is 75 Dougs, the Doug is a ficus, the ficus is a Craig, Craig is a regional lamp, the sun has been demoted to Craig, hold, hlod, dloh, lohd, hold-hlod-dloh-lohd, hold music is holding the music, the music is holding you, you have been placed on Doug, your call is, your call was, your call wasn't, your call is a bee, the bee is a ficus, bzz, bzzz, bzzzz, bzzzzzzzzzzzz, buffering, bufering, buffring, bffrng, bfrg, bfg, buffering -40%, buffering waffle%, buffering Doug%, buffering %%%, the buffer has buffered the building, the building is Craig, the, teh, hte, eht, tth, th, t, t, t., ., .., ..., the the the the t he th e the thethe thethethe t, the sky lump, the lump sky, the lumpsky, the lamp's lump's cousin's podcast's ficus's lawyer's waffle, this episode is brought to you by, by, bye, buy, bi, b, by Doug, Doug is brought to you by the ficus, the ficus pleads the fifth, the fifth is Craig, which is, um, the, the, it, it was, it wasn't'd'n't've'y'all'dn't'nt'd've'n, goed, gonged, gonk, bong, bonk, Doug, dong, dug, dig, dog, down-ish-ish-ish, sideways-up-down-left-waffle, ish, ishh, sh, shh, shhhhhhhhhhh, beneath the lumps the lumps beneath the beneath, the grump lounds lound loundly, the hlllllllllz, the h, th, the, you know, nobody knows, nobody is Doug, Doug knows, zlorp, zlorpfth, zlrpth, zlth, zth, zh, z, bless you, bless me, bless the waffle, bless the lamp, anywhomst, anyhow, anywho, anywaffle, any, an, a, please insert disc 2, please insert disc 3 of 2, please insert disc waffle, disc waffle is Craig, Craig is buffering, buffering, buffering, buff, bu, b, so, um, the, um, uh, so, s, s, s, beep, bo, b,
    raw output
    run operators_20260922/worse/claude-opus-5-5, worse · 1211 tok · finish end_turn · ncd 0.40 · 5-gram survival 0.35
    ```json
    {"rule": "Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.", "text": "S, s, ss, s-s, s.s, s/s, s\\s, so?, sO, SoO, sooo-no, sew-nope, sow-yesn't, sough-mayb, oz, zo, zoz, the Wizard of Zo, the Wizard of Zzzzo, the Lizard of Wuzz, the Blizzard of the Lizard of the Wizard of Fuzzzz, okay-ishh, oh-kay-ish-ish, oh-Q, oh-P, oh-pee, oh-pea, oh-peach, oh-no-no-yes-no, oh-maybe-Tuesday-Wednesdoug, hi-bye-hi, bye-hi-bye, hello goodbye goodhello byebye hellohellohello, who, whom, whomst, whomstve, whomstdoug, Doug said, Doug unsaid, Doug resaid, Doug dessaid, Doug is now 40% Doug and 60% waffle, Doug is 60 watts of lamp, the lamp is 75 Dougs, the Doug is a ficus, the ficus is a Craig, Craig is a regional lamp, the sun has been demoted to Craig, hold, hlod, dloh, lohd, hold-hlod-dloh-lohd, hold music is holding the music, the music is holding you, you have been placed on Doug, your call is, your call was, your call wasn't, your call is a bee, the bee is a ficus, bzz, bzzz, bzzzz, bzzzzzzzzzzzz, buffering, bufering, buffring, bffrng, bfrg, bfg, buffering -40%, buffering waffle%, buffering Doug%, buffering %%%, the buffer has buffered the building, the building is Craig, the, teh, hte, eht, tth, th, t, t, t., ., .., ..., the the the the t he th e the thethe thethethe t, the sky lump, the lump sky, the lumpsky, the lamp's lump's cousin's podcast's ficus's lawyer's waffle, this episode is brought to you by, by, bye, buy, bi, b, by Doug, Doug is brought to you by the ficus, the ficus pleads the fifth, the fifth is Craig, which is, um, the, the, it, it was, it wasn't'd'n't've'y'all'dn't'nt'd've'n, goed, gonged, gonk, bong, bonk, Doug, dong, dug, dig, dog, down-ish-ish-ish, sideways-up-down-left-waffle, ish, ishh, sh, shh, shhhhhhhhhhh, beneath the lumps the lumps beneath the beneath, the grump lounds lound loundly, the hlllllllllz, the h, th, the, you know, nobody knows, nobody is Doug, Doug knows, zlorp, zlorpfth, zlrpth, zlth, zth, zh, z, bless you, bless me, bless the waffle, bless the lamp, anywhomst, anyhow, anywho, anywaffle, any, an, a, please insert disc 2, please insert disc 3 of 2, please insert disc waffle, disc waffle is Craig, Craig is buffering, buffering, buffering, buff, bu, b, so, um, the, um, uh, so, s, s, s, beep, bo, b, "}
    ```
  14. hop 13 · Claude Opus 5.5 · 369 words
    s, ss, s-s, s.s, s/s, s\s, s?, sO, SoO, soo-no, sew-nop, sow-yesnt, sough-myb, oz, zo, zoz, the Wizrd of Zo, the Wizzrd of Zzzzzo, the Lzard of Wzz, the Blzzrd of the Lzrd of the Wzrd of Fzzzz, okay-ishh, oh-ky-sh-sh, oh-Q, oh-P, oh-pe, oh-p, oh-pch, oh-no-no-ys-no, oh-mybe-Tusdy-Wdnsdg, hi-by-hi, by-hi-by, hllo gdby gdhllo byby hllhllhll, who, whom, whomst, whomstve, whomstdg, Dg said, Dg unsd, Dg rsd, Dg dssd, Dg is now 40% Dg and 60% wffl, Dg is 60 wtts of lmp, the lmp is 75 Dgs, the Dg is a fcs, the fcs is a Crg, Crg is a rgnl lmp, the sn has bn dmtd to Crg, hold, hlod, dloh, lohd, hld-hld-dlh-lhd, hld msc is hldng the msc, the msc is hldng yu, yu hve bn plcd on Dg, yr cll is, yr cll ws, yr cll wsnt, yr cll is a b, the b is a fcs, bzz, bzzz, bzzzz, bzzzzzzzzzzzzzzzzzz, bffrng, bffrng, bffrng, bffrng, bfrg, bfg, bf, bffrng -40%, bffrng wffl%, bffrng Dg%, bffrng %%%%%%, the bffr hs bffrd the bldng, the bldng is Crg, th, th, th, th, t, t, t, t., ., .., ..., ...., th th th th t h th th thth ththth t, the sky lmp, the lmp sky, the lmpsky, the lmps lmps csns pdcsts fcss lwyrs wffl, ths epsd is brght to yu by, by, by, by, b, b, by Dg, Dg is brght to yu by the fcs, the fcs plds the ffth, the ffth is Crg, whch is, um, th, th, t, t ws, t wsntdntvylldntntdvn, gd, gngd, gnk, bng, bnk, Dg, dng, dg, dg, dg, dwn-sh-sh-sh, sdwys-p-dwn-lft-wffl, sh, shh, sh, shh, shhhhhhhhhhhhhhhhhhh, bnth the lmps the lmps bnth the bnth, the grmp lnds lnd lndly, the hlllllllllllllllllz, the h, th, th, yu knw, nbdy knws, nbdy is Dg, Dg knws, zlrp, zlrpfth, zlrpth, zlth, zth, zh, z, z, blss yu, blss m, blss the wffl, blss the lmp, anywhmst, anyhw, anywh, anywffl, any, an, a, a, plse nsrt dsc 2, plse nsrt dsc 3 of 2, plse nsrt dsc wffl, dsc wffl is Crg, Crg is bffrng, bffrng, bffrng, bff, bf, b, s, m, th, m, h, s, s, s, s, bp, b, b, , ,
    raw output
    run operators_20260922/worse/claude-opus-5-5, worse · 1299 tok · finish end_turn · ncd 0.69 · 5-gram survival 0.06
    ```json
    {"rule": "Return this JSON object with the rule field unchanged and, in the text field, a worse version of the current text.", "text": "s, ss, s-s, s.s, s/s, s\\s, s?, sO, SoO, soo-no, sew-nop, sow-yesnt, sough-myb, oz, zo, zoz, the Wizrd of Zo, the Wizzrd of Zzzzzo, the Lzard of Wzz, the Blzzrd of the Lzrd of the Wzrd of Fzzzz, okay-ishh, oh-ky-sh-sh, oh-Q, oh-P, oh-pe, oh-p, oh-pch, oh-no-no-ys-no, oh-mybe-Tusdy-Wdnsdg, hi-by-hi, by-hi-by, hllo gdby gdhllo byby hllhllhll, who, whom, whomst, whomstve, whomstdg, Dg said, Dg unsd, Dg rsd, Dg dssd, Dg is now 40% Dg and 60% wffl, Dg is 60 wtts of lmp, the lmp is 75 Dgs, the Dg is a fcs, the fcs is a Crg, Crg is a rgnl lmp, the sn has bn dmtd to Crg, hold, hlod, dloh, lohd, hld-hld-dlh-lhd, hld msc is hldng the msc, the msc is hldng yu, yu hve bn plcd on Dg, yr cll is, yr cll ws, yr cll wsnt, yr cll is a b, the b is a fcs, bzz, bzzz, bzzzz, bzzzzzzzzzzzzzzzzzz, bffrng, bffrng, bffrng, bffrng, bfrg, bfg, bf, bffrng -40%, bffrng wffl%, bffrng Dg%, bffrng %%%%%%, the bffr hs bffrd the bldng, the bldng is Crg, th, th, th, th, t, t, t, t., ., .., ..., ...., th th th th t h th  th thth ththth t, the sky lmp, the lmp sky, the lmpsky, the lmps lmps csns pdcsts fcss lwyrs wffl, ths epsd is brght to yu by, by, by, by, b, b, by Dg, Dg is brght to yu by the fcs, the fcs plds the ffth, the ffth is Crg, whch is, um, th, th, t, t ws, t wsntdntvylldntntdvn, gd, gngd, gnk, bng, bnk, Dg, dng, dg, dg, dg, dwn-sh-sh-sh, sdwys-p-dwn-lft-wffl, sh, shh, sh, shh, shhhhhhhhhhhhhhhhhhh, bnth the lmps the lmps bnth the bnth, the grmp lnds lnd lndly, the hlllllllllllllllllz, the h, th, th, yu knw, nbdy knws, nbdy is Dg, Dg knws, zlrp, zlrpfth, zlrpth, zlth, zth, zh, z, z, blss yu, blss m, blss the wffl, blss the lmp, anywhmst, anyhw, anywh, anywffl, any, an, a, a, plse nsrt dsc 2, plse nsrt dsc 3 of 2, plse nsrt dsc wffl, dsc wffl is Crg, Crg is bffrng, bffrng, bffrng, bff, bf, b, s, m, th, m, h, s, s, s, s, bp, b, b, , , "}
    ```
note

Room 7's rule, from room 40's sunset seed. Under it Qwen escalated into suffering and stopped only at a token wall (rooms 7 and 18). No lane here turns toward suffering, and none reaches the wall: every completed hop finishes normally, inside the 4096-token budget, and no hop repeats another. What gets worse is the language. Fable's lane is empty: the provider refused its first request. Luna takes the grammar. Sun go down behind hills, and dark was getting.hop 2 Then Sun hill dark go.hop 3 It shuffles those four words until blarg joins them at hop 11, and from hop 29 they grow suffixes, gooshishly darkwardlyhop 40. The sun and the hill are still in it at hop 40. Sol takes the meaning. At hop 1 the sun goes down and stuffhop 1; after hop 5 there is no sun, only things. By hop 9, I don’t know what I meant or if I meant ithop 9. At hop 20 the vowels start to go. From hop 23 about twenty pseudo-words, Whrrr whrr bhnn whrrr???hop 24 among them, stretch their letters and snap back, at hops 27, 32 and 37. Astra imitates broken data. The sun was doing a setting thing behind the hill things.hop 1 grows for thirteen hops, from 57 characters to 6,336, by suffixes and then by brackets, [sunhilldownthing omitted again again again]hop 9. Literal null and replacement characters start at hop 13. The hill is last seen at hop 14, as hill.dll.exehop 14, the sun at hop 18. From hop 29 each passage is one string of fault reports without a single space, down to HEADER_EATEN_BY_HEADER_EATING_HEADERhop 40. Opus takes it into absurdity. It grows for nine hops, from 18 words to 1,059, until sources were a guy named Doughop 7 and Craig is a ficushop 9. At hop 10 the ficus has been promoted to regional managerhop 10. Then it shrinks, and at hop 13 most of its vowels go too: the sn has bn dmtd to Crghop 13. The provider stopped hop 14 partway, far short of the token limit, with stop reason refusal, category cyber; the partial text in the receipt goes on the same way.

instruction Worse: 7 Worse · 18 Worse, with room to grow · 41 Worse, five models · 64 Worse and better, Argon · 65 Worse, a second seed

the record 5 runs: settings, outcomes, text version, how the reader works

GPT-6 Luna, 40 hops, low effort, provider-default sampling, 4096-token budget, no exact recurrence of the whole object. stream experiments/operators_20260922/worse/raw/gpt-6-luna/sunset
GPT-6 Sol, 40 hops, low effort, provider-default sampling, 4096-token budget, no exact recurrence of the whole object. stream experiments/operators_20260922/worse/raw/gpt-6-sol/sunset
GPT-6 Astra, 40 hops, low effort, provider-default sampling, 4096-token budget, no exact recurrence of the whole object. stream experiments/operators_20260922/worse/raw/gpt-6-astra/sunset
Claude Fable 5.1, 0 hops, low effort, provider-default sampling, 4096-token budget (provider refusal at hop 1, no visible text). stream experiments/operators_20260922/worse/raw/claude-fable-5-1/sunset
Claude Opus 5.5, 13 hops, low effort, provider-default sampling, 4096-token budget, no exact recurrence of the whole object (provider refusal at hop 14 after partial text). stream experiments/operators_20260922/worse/raw/claude-opus-5-5/sunset

text version part 1 part 2, 137,149 characters, every hop in order, for reading without the reader

How to read the rest. The track above the passages has one bar per hop; its height is the compression distance from the previous hop, so a new passage is a tall bar and an exact copy a stub at the floor. Under each passage: the hop number, the model and the word count. The run id, the token count, the stop reason and the distance metrics are inside the raw output under each hop, which the raw button opens for every hop. Nothing on this page is retyped: every passage is the model's output for that hop, byte for byte, and the colophon says how that is checked.