84 The ring, Argon

Seven Argon cells. The battle is kept at distance one for twenty hops, then a trickle crosses from the right; cell 0 boils a bronze pot of war.

rule Return this JSON object with the rule field unchanged and the left and right fields removed. The text field ... open to read it in full
rule Return this JSON object with the rule field unchanged and the left and right fields removed. The text field holds a new version of the passage in exactly 60 words. Keep what matters of your own text. Let the left and right passages touch it: something from one or both may enter, alter, or displace what is there.
space-time diagram of the ring: one row per hop, one column per cell, colour is the cell whose words dominate, a bar is the share copied from a neighbour, a dot is a cell unchanged from the hop before
Space-time diagram of the ring, from ring_score.py: one row per hop, one column per cell, colour is the origin cell of the words that dominate, a bar the share of new 4-grams copied from the left (dark) or right (light) neighbour, a dot a cell unchanged from the hop before.
0 of 40
keys → ← p r s n b esc
cell 0
hop 0, the seedhop 1, ncd 0.41hop 2, ncd 0.13hop 3, ncd 0.23hop 4, ncd 0.14hop 5, ncd 0.25hop 6, ncd 0.16hop 7, ncd 0.18hop 8, ncd 0.17hop 9, ncd 0.24hop 10, ncd 0.15hop 11, ncd 0.19hop 12, ncd 0.27hop 13, ncd 0.18hop 14, ncd 0.16hop 15, ncd 0.12hop 16, ncd 0.12hop 17, ncd 0.08hop 18, ncd 0.14hop 19, ncd 0.10hop 20, ncd 0.17hop 21, ncd 0.14hop 22, ncd 0.15hop 23, ncd 0.21hop 24, ncd 0.10hop 25, ncd 0.19hop 26, ncd 0.19hop 27, ncd 0.11hop 28, ncd 0.14hop 29, ncd 0.11hop 30, ncd 0.11, identical to hop 28hop 31, ncd 0.25hop 32, ncd 0.16hop 33, ncd 0.14hop 34, ncd 0.16hop 35, ncd 0.08hop 36, ncd 0.15hop 37, ncd 0.14hop 38, ncd 0.15hop 39, ncd 0.20hop 40, ncd 0.15010203040
it saw
it wrote
  1. seed hop 0
    The battle raged on. Tarnok hefted his crude bronze axe, sensing which way he should search for the usurper. A small knot of struggle around a black flag painted with a yellow skull made his decision for him.
    left ends The kettle began to tick. right ends The kettle began to tick.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0
    The battle raged on. Tarnok hefted his crude bronze axe, sensing which way he should search for the usurper. A small knot of struggle around a black flag painted with a yellow skull made his decision for him.
  2. hop 1 · Gemini 4 Argon · 60 words
    The battle raged on as a bronze kettle of war began to boil. Tarnok hefted his crude axe, sensing which way he should search for the usurper while the seconds seemed to tick away. Across the field, a small knot of struggle around a black flag painted with a yellow skull finally made his grim decision for him right now.
    left ends The kettle began to tick once more. right ends The kettle ticked softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 147 tok · finish stop · ncd 0.41 · 5-gram survival 0.47

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  3. hop 2 · Gemini 4 Argon · 60 words
    The battle raged on as a bronze kettle of war began to boil once more. Tarnok hefted his crude axe, sensing which way he should search for the usurper while the seconds ticked softly away. Across the field, a small knot of struggle around a black flag painted with a yellow skull finally made his grim decision for him now.
    left ends At twenty past seven, the kettle began to tick. right ends The kettle ticked again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 147 tok · finish stop · ncd 0.13 · 5-gram survival 0.77

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  4. hop 3 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze kettle of war began to boil and tick once more. Tarnok hefted his crude axe, sensing which way to search for the usurper as seconds ticked softly again. Across the field, a small knot of struggle around a black flag painted with a yellow skull finally made his grim decision for him right now.
    left ends The kettle began to tick once more. right ends The kettle began to tick.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 148 tok · finish stop · ncd 0.23 · 5-gram survival 0.52

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  5. hop 4 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze kettle of war began to boil and tick once more. Tarnok hefted his crude axe, sensing which way to search for the usurper while the iron kettle began to tick. Across the field, a small knot of struggle around a black flag painted with a yellow skull finally made his grim decision for him.
    left ends She counted two good cups and quietly put one of them back. right ends Slowly, the kettle ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 148 tok · finish stop · ncd 0.14 · 5-gram survival 0.80

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  6. hop 5 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze kettle of war began to boil and slowly tick once more. Tarnok counted two good axes and quietly put one of them back, sensing which way to search for the usurper. Across the field, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him.
    left ends She counted two good cups and put one back. right ends Beside her, it ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 147 tok · finish stop · ncd 0.25 · 5-gram survival 0.50

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  7. hop 6 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze kettle of war began to boil. Beside him, it ticked once more. Tarnok counted two good axes and put one back, sensing which way to search for the usurper. Across the field, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him at last.
    left ends Quietly, she counted two good cups and put one back now. right ends Slowly, it ticked on, beside.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 149 tok · finish stop · ncd 0.16 · 5-gram survival 0.71

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  8. hop 7 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze kettle of war began to boil. Slowly, it ticked on, beside him. Quietly, Tarnok counted two good axes and put one back now, sensing which way to search for the usurper. Across the field, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him.
    left ends Quietly, she counted two cups and put one back. right ends Above the cooker, the clock clicked on.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 152 tok · finish stop · ncd 0.18 · 5-gram survival 0.71

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  9. hop 8 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze kettle of war began to boil. Above the field, the clock clicked on. Quietly, Tarnok counted two good axes and put one back, sensing which way to search for the usurper. Across the grass, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him.
    left ends Quietly, she counted two cups and put one back. right ends At twenty past seven, the clock clicked, kettle ticking.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 151 tok · finish stop · ncd 0.17 · 5-gram survival 0.64

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  10. hop 9 · Gemini 4 Argon · 60 words
    At twenty past seven, the clock clicked, a bronze kettle of war ticking as it began to boil. Quietly, Tarnok counted two axes and put one back, sensing where to search for the usurper. Across the field, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him. She waited nearby.
    left ends Quietly, she counted two cups and put one back. right ends At twenty past seven, the clock above clicked, ticking.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 151 tok · finish stop · ncd 0.24 · 5-gram survival 0.39

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  11. hop 10 · Gemini 4 Argon · 60 words
    At twenty past seven, the clock above clicked, a bronze kettle of war ticking as it began to boil. Quietly, Tarnok counted two axes and put one back, sensing where to search for the usurper. Across the field, a small knot of struggle around a black flag with a yellow skull made his grim decision. Quietly, she counted two cups.
    left ends Quietly, she counted two cups, putting one back. right ends Above the cooker, the clock clicked, kettle ticking.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 153 tok · finish stop · ncd 0.15 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  12. hop 11 · Gemini 4 Argon · 60 words
    At twenty past seven, above the iron cooker, the clock clicked, a bronze kettle of war ticking as it began to boil. Quietly, Tarnok counted two axes, putting one back, sensing where to search for the usurper. Across the field, a small knot of struggle around a black flag with a yellow skull made his grim decision. Kettle ticking, quietly.
    left ends Quietly, she counted two cups, putting one back. right ends At twenty past seven, the clock clicked, kettle ticking.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 154 tok · finish stop · ncd 0.19 · 5-gram survival 0.68

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  13. hop 12 · Gemini 4 Argon · 60 words
    At twenty past seven, the clock clicked, kettle ticking above the iron cooker as a bronze pot of war began to boil. Quietly, Tarnok counted two axes and two cups, putting one of each back, sensing where to search for the usurper. Across the field, a small knot of struggle around a black skull flag made his grim decision. Quietly.
    left ends Quietly, she counted two cups, putting one back. right ends Above the cooker, the clock clicked; the kettle ticked on.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 153 tok · finish stop · ncd 0.27 · 5-gram survival 0.34

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  14. hop 13 · Gemini 4 Argon · 60 words
    At twenty past seven, above the iron cooker, the clock clicked; the kettle ticked on as a bronze pot of war began to boil. Quietly, Tarnok and she counted two axes and two cups, putting one of each back, sensing where to search for the usurper. Across the field, a struggle around a black skull flag made his grim decision.
    left ends Quietly. right ends Above, the clock clicked; the kettle ticked once again now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 152 tok · finish stop · ncd 0.18 · 5-gram survival 0.55

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  15. hop 14 · Gemini 4 Argon · 60 words
    Quietly, at twenty past seven, a bronze pot of war began to boil on the iron cooker. Tarnok and she counted two axes and two cups, putting one of each back, sensing where to search for the usurper. Across the field, a struggle around a black skull flag made his grim decision. Above, the clock clicked; the kettle ticked now.
    left ends Quietly. right ends The kettle ticked once again now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 153 tok · finish stop · ncd 0.16 · 5-gram survival 0.66

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  16. hop 15 · Gemini 4 Argon · 60 words
    Quietly, at twenty past seven, a bronze pot of war began to boil on the iron cooker. Tarnok and she counted two axes and two cups, putting one of each back, sensing where to search for the usurper. Across the field, a struggle around a black skull flag made his grim decision. Above, the kettle ticked once again, quietly now.
    left ends Quietly, now. right ends The kettle ticked once again now, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 153 tok · finish stop · ncd 0.12 · 5-gram survival 0.89

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  17. hop 16 · Gemini 4 Argon · 60 words
    Quietly, now, at twenty past seven, a bronze pot of war began to boil on the iron cooker. Tarnok and she counted two axes and two cups, putting one of each back, sensing where to search for the usurper. Across the field, a struggle around a black skull flag made his grim decision. The kettle ticked once again now, softly.
    left ends Putting one back. right ends It ticked in silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 153 tok · finish stop · ncd 0.12 · 5-gram survival 0.86

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  18. hop 17 · Gemini 4 Argon · 60 words
    Quietly, now, at twenty past seven, a bronze pot of war began to boil on the iron cooker. Tarnok and she counted two axes and two cups, putting one back, sensing where to search for the usurper. Across the field, a struggle around a black skull flag made his grim decision. The kettle ticked in silence once again now, softly.
    left ends Softly. right ends It ticked once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 153 tok · finish stop · ncd 0.08 · 5-gram survival 0.82

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  19. hop 18 · Gemini 4 Argon · 60 words
    Softly, now, at twenty past seven, a bronze pot of war began to boil on the iron cooker. Tarnok and she counted two axes and two cups, putting one back, sensing where to search for the usurper. Across the field, a struggle around a black skull flag made his grim decision. In silence, the kettle ticked once again, softly now.
    left ends Softly. right ends It ticked softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 154 tok · finish stop · ncd 0.14 · 5-gram survival 0.82

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  20. hop 19 · Gemini 4 Argon · 60 words
    Softly, at twenty past seven, a bronze pot of war began to boil on the iron cooker. Tarnok and she counted two axes and two cups, putting one back, sensing where to search for the usurper. Across the field, a struggle around a black skull flag made his grim decision. In silence, the kettle cooled. It ticked once again, softly.
    left ends In silence, the kettle ticked once again, softly now. right ends She counted two cups, then put one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 154 tok · finish stop · ncd 0.10 · 5-gram survival 0.88

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  21. hop 20 · Gemini 4 Argon · 60 words
    At twenty past seven, a bronze pot of war began to boil on the iron cooker. Tarnok counted two axes. She counted two cups, then put one back, sensing where to search for the usurper. Across the field, a struggle around a black skull flag made his grim decision. In silence, the kettle cooled and ticked once again, softly now.
    left ends In silence, the kettle, it ticked once again, softly. right ends She counted two cups, then quietly put one of them back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 152 tok · finish stop · ncd 0.17 · 5-gram survival 0.66

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  22. hop 21 · Gemini 4 Argon · 60 words
    At twenty past seven, a bronze pot of war began to boil on the iron cooker. Tarnok counted two axes. She counted two cups, then quietly put one of them back, sensing where to search for the usurper. Across the field, a struggle around a black skull flag made his decision. In silence, the kettle, it ticked once again, softly.
    left ends Beside her, in silence, the kettle cooled and ticked softly. right ends She counted two cups, then put one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 153 tok · finish stop · ncd 0.14 · 5-gram survival 0.68

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  23. hop 22 · Gemini 4 Argon · 60 words
    At twenty past seven, a bronze pot of war began to boil on the iron cooker. Tarnok counted two axes. She counted two cups, then put one back, sensing where to search for the usurper. Across the field, a struggle around a black skull flag made his decision. Beside her, in silence, the kettle cooled and ticked once again, softly.
    left ends In silence, the kettle cooled, it ticked once again, softly. right ends She counted two cups, then put one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 153 tok · finish stop · ncd 0.15 · 5-gram survival 0.68

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  24. hop 23 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze pot of war began to boil on the iron cooker. Tarnok counted two axes, then put one back. She counted two cups, then put one back, sensing where to search for the usurper. Across the field, a struggle around the black skull flag made his decision. In silence, the kettle cooled, ticking once, softly.
    left ends Beside her, in silence, the kettle cooled and ticked once again, softly. right ends She counted two cups, then put one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 154 tok · finish stop · ncd 0.21 · 5-gram survival 0.55

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  25. hop 24 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze pot of war began to boil on the iron cooker. Tarnok counted two axes, then put one back. She counted two cups, then put one back, sensing where to search for the usurper. Across the field, a struggle around the black skull flag made his decision. Beside her, in silence, the kettle cooled, ticking.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly. right ends She counted out two cups, then slowly put one of them back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 154 tok · finish stop · ncd 0.10 · 5-gram survival 0.89

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  26. hop 25 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze pot of war began to boil on the cooker. Tarnok counted two axes, then put one back. She counted out two cups, then slowly put one of them back, sensing where to search for the usurper. A struggle around the black skull flag made his decision. Beside her, the kettle cooled, ticking once again.
    left ends Beside her, in silence, the kettle cooled and ticked once again. right ends She counted two cups, then put one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 152 tok · finish stop · ncd 0.19 · 5-gram survival 0.52

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  27. hop 26 · Gemini 4 Argon · 59 words
    At twenty past seven, the bronze pot of war began to boil on the cooker. Tarnok counted two axes, then put one back. She counted two cups, then put one back, sensing where to search for the usurper. A struggle around the black skull flag made his decision. Beside her, in silence, the kettle cooled and ticked once again.
    left ends At twenty past seven, beside her, in silence, the kettle cooled, ticking once again, softly, once again. right ends She counted two cups, then put one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 151 tok · finish stop · ncd 0.19 · 5-gram survival 0.66

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  28. hop 27 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze pot of war began to boil on the cooker. Tarnok counted two axes, then put one back. She counted two cups, then put one back, sensing where to search for the usurper. A struggle around the black skull flag made his decision. Beside her, in silence, the kettle cooled, ticking once again, softly, once.
    left ends At twenty past seven, beside her, in silence, the kettle cooled and ticked, softly, ticking once again. right ends In silence, she counted two cups, then put one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 155 tok · finish stop · ncd 0.11 · 5-gram survival 0.93

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  29. hop 28 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze pot of war began to boil on the cooker. Tarnok counted two axes, then put one back. In silence, she counted two cups, then put one back, sensing where to search for the usurper. A struggle around the black skull flag made his decision. Beside her, the kettle cooled and ticked, softly, ticking once.
    left ends At twenty past seven, beside her, in silence, the kettle cooled, ticking once again, softly, once again. right ends In silence, she counted two cups, then put one back, once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 154 tok · finish stop · ncd 0.14 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  30. hop 29 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze pot of war began to boil on the cooker. Tarnok counted two axes, then put one back. In silence, she counted two cups, then put one back, once again sensing where to search for the usurper. A struggle around the black skull flag made his decision. Beside her, the kettle cooled, ticking once again.
    left ends At twenty past seven, beside her, in silence, the kettle cooled and ticked, softly, ticking once again. right ends In silence, she counted two cups, then put one back, ticking once.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 153 tok · finish stop · ncd 0.11 · 5-gram survival 0.84

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  31. hop 30 · Gemini 4 Argon · identical to hop 28
    At twenty past seven, the bronze pot of war began to boil on the cooker. Tarnok counted two axes, then put one back. In silence, she counted two cups, then put one back, sensing where to search for the usurper. A struggle around the black skull flag made his decision. Beside her, the kettle cooled and ticked, softly, ticking once.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence. right ends In silence, she counted two cups, then put one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 154 tok · finish stop · ncd 0.11 · 5-gram survival 0.84

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  32. hop 31 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze pot of war began to boil on the cooker. Tarnok counted two axes, then put one back. In silence, she counted two cups, then put one back, sensing where to find the usurper. The black skull flag fell. Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, ticking once. right ends She counted two cups, then put one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 157 tok · finish stop · ncd 0.25 · 5-gram survival 0.57

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  33. hop 32 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze pot of war began to boil on the cooker. Tarnok counted two axes, then put one back. She counted two cups, then put one back, sensing where to find the usurper. The black skull flag fell. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, ticking once, in silence.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, softly. right ends She counted two cups, putting one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 157 tok · finish stop · ncd 0.16 · 5-gram survival 0.73

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  34. hop 33 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze pot of war began to boil on the cooker. Tarnok counted two axes, then put one back. She counted two cups, putting one back, sensing where to find the usurper. The black skull flag fell. Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, softly, ticking once.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, in the silence. right ends She counted two cups, putting one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 158 tok · finish stop · ncd 0.14 · 5-gram survival 0.70

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  35. hop 34 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze pot of war began to boil on the cooker. Tarnok counted two axes, putting one back. She counted two cups, putting one back, sensing where to find the usurper. The black skull flag fell. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, in the silence, ticking once again.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, ticking once. right ends She counted two cups, putting one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 157 tok · finish stop · ncd 0.16 · 5-gram survival 0.68

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  36. hop 35 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze pot of war began to boil on the cooker. Tarnok counted two axes, putting one back. She counted two cups, putting one back, sensing where to find the usurper. The black skull flag fell. Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, ticking once, softly, once.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, in the silence, ticking. right ends She counted two cups, keeping one.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 159 tok · finish stop · ncd 0.08 · 5-gram survival 0.79

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  37. hop 36 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze pot of war began to boil on the cooker. Tarnok counted two axes, putting one back. She counted two cups, keeping one, sensing where to find the usurper. The black skull flag fell. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, in the silence, ticking once, softly, once.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, ticking softly. right ends Softly, she counted two cups, keeping only one.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 159 tok · finish stop · ncd 0.15 · 5-gram survival 0.70

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  38. hop 37 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze pot of war began to boil on the cooker. Tarnok counted two axes, putting one back. Softly, she counted two cups, keeping only one, sensing where to find the usurper. The black skull flag fell. Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, ticking softly, once.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence, ticking, once. right ends Softly, she counted two cups, keeping only one, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 160 tok · finish stop · ncd 0.14 · 5-gram survival 0.61

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  39. hop 38 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze pot of war began to boil on the cooker. Tarnok counted two axes, putting one back. Softly, she counted two cups, keeping only one, softly, sensing where to find the usurper. The black skull flag fell. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence, ticking, once.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence, ticking softly, once again. right ends Softly, she counted two cups, keeping only one.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 160 tok · finish stop · ncd 0.15 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  40. hop 39 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze pot of war began to boil. Tarnok counted two axes, keeping only one. Softly, she counted two cups, keeping only one, sensing where to find the usurper. The black skull flag fell. Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence, ticking softly, once again, in the silence, ticking.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence, ticking, once. right ends Softly, she counted two cups, keeping only one, once.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 161 tok · finish stop · ncd 0.20 · 5-gram survival 0.50

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  41. hop 40 · Gemini 4 Argon · 60 words
    At twenty past seven, the bronze pot of war began to boil. Tarnok counted two axes, keeping only one. Softly, she counted two cups, keeping only one, once, sensing where to find the usurper. The black skull flag fell. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence, ticking, once, in the silence.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence, ticking softly, once again, in the silence, ticking, once again. right ends In the silence, she counted two cups, keeping only one.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 0 · 161 tok · finish stop · ncd 0.15 · 5-gram survival 0.70

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

cell 1
hop 0, the seedhop 1, ncd 0.29hop 2, ncd 0.22hop 3, ncd 0.21hop 4, ncd 0.12hop 5, ncd 0.13hop 6, ncd 0.12hop 7, ncd 0.20hop 8, ncd 0.16hop 9, ncd 0.10hop 10, ncd 0.15hop 11, ncd 0.19hop 12, ncd 0.22hop 13, ncd 0.11hop 14, ncd 0.22hop 15, ncd 0.16hop 16, ncd 0.12hop 17, ncd 0.11hop 18, ncd 0.10hop 19, ncd 0.16hop 20, ncd 0.15hop 21, ncd 0.21hop 22, ncd 0.12hop 23, ncd 0.13hop 24, ncd 0.24hop 25, ncd 0.25hop 26, ncd 0.15hop 27, ncd 0.16hop 28, ncd 0.19hop 29, ncd 0.17hop 30, ncd 0.16hop 31, ncd 0.21hop 32, ncd 0.21hop 33, ncd 0.13hop 34, ncd 0.16hop 35, ncd 0.16hop 36, ncd 0.18hop 37, ncd 0.23hop 38, ncd 0.14hop 39, ncd 0.20hop 40, ncd 0.18010203040
it saw
it wrote
  1. seed hop 0
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Outside, the lane was quiet; a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. The clock above the cooker said twenty past seven. The kettle began to tick.
    left ends A small knot of struggle around a black flag painted with a yellow skull made his decision for him. right ends The kettle began to tick.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Outside, the lane was quiet; a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. The clock above the cooker said twenty past seven. The kettle began to tick.
  2. hop 1 · Gemini 4 Argon · 60 words
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Outside, a small knot of struggle around a black flag disturbed the quiet lane; a dog barked once. She took the good cups down, counted two, and put one back. The clock said twenty past seven. The kettle ticked softly.
    left ends Across the field, a small knot of struggle around a black flag painted with a yellow skull finally made his grim decision for him right now. right ends The kettle ticked again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 152 tok · finish stop · ncd 0.29 · 5-gram survival 0.54

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  3. hop 2 · Gemini 4 Argon · 62 words
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black flag painted with a yellow skull disturbed the quiet lane. She took the good cups down, counted two, and put one back. The clock said twenty past. The kettle ticked again.
    left ends Across the field, a small knot of struggle around a black flag painted with a yellow skull finally made his grim decision for him now. right ends The kettle began to tick.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 152 tok · finish stop · ncd 0.22 · 5-gram survival 0.61

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  4. hop 3 · Gemini 4 Argon · 60 words
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black flag painted with a yellow skull made the grim decision for her. She took the good cups down, counted two, and put one back. The kettle began to tick.
    left ends Across the field, a small knot of struggle around a black flag painted with a yellow skull finally made his grim decision for him right now. right ends Slowly, it ticked on.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 149 tok · finish stop · ncd 0.21 · 5-gram survival 0.72

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  5. hop 4 · Gemini 4 Argon · 60 words
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black flag painted with a yellow skull finally made the grim decision for her. She took the good cups down, counted two, and put one back. Slowly, the kettle ticked.
    left ends Across the field, a small knot of struggle around a black flag painted with a yellow skull finally made his grim decision for him. right ends Beside her, the kettle ticked on.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 150 tok · finish stop · ncd 0.12 · 5-gram survival 0.84

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  6. hop 5 · Gemini 4 Argon · 60 words
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black flag painted with a yellow skull finally made his grim decision for him. She took the good cups down, counted two, and put one back. Beside her, it ticked.
    left ends Across the field, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him. right ends Slowly, it ticked on, beside.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 150 tok · finish stop · ncd 0.13 · 5-gram survival 0.77

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  7. hop 6 · Gemini 4 Argon · 60 words
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him. She took the good cups down, counted two, and put one back. Slowly, it ticked on, beside.
    left ends Across the field, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him at last. right ends At twenty past seven, the clock above the cooker clicked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 151 tok · finish stop · ncd 0.12 · 5-gram survival 0.84

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  8. hop 7 · Gemini 4 Argon · 60 words
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him at last. She counted two good cups, put one back. Above the cooker, the clock clicked on.
    left ends Across the field, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him. right ends At twenty past seven, the clock clicked, and the kettle ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 149 tok · finish stop · ncd 0.20 · 5-gram survival 0.70

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  9. hop 8 · Gemini 4 Argon · 60 words
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him. She counted two good cups, put one back. At twenty past seven, the clock clicked, kettle ticking.
    left ends Across the grass, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him. right ends At twenty past seven, the clock above the cooker clicked, and it ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 150 tok · finish stop · ncd 0.16 · 5-gram survival 0.77

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  10. hop 9 · Gemini 4 Argon · 60 words
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Across the grass, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him. She counted two good cups, put one back. At twenty past seven, the clock above clicked, ticking.
    left ends She waited nearby. right ends At twenty past seven, above the cooker, the clock clicked, and kettle ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 150 tok · finish stop · ncd 0.10 · 5-gram survival 0.86

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  11. hop 10 · Gemini 4 Argon · 60 words
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited nearby. Across the grass, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him. She counted two good cups, put one back. Above the cooker, the clock clicked, kettle ticking.
    left ends Quietly, she counted two cups. right ends At twenty past seven, the clock above clicked, ticking; the kettle ticked again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 150 tok · finish stop · ncd 0.15 · 5-gram survival 0.77

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  12. hop 11 · Gemini 4 Argon · 60 words
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Across the grass, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him. Quietly, she counted two cups, put one back. At twenty past seven, the clock clicked, kettle ticking.
    left ends Kettle ticking, quietly. right ends At twenty past seven, above the cooker, the clock clicked; the kettle ticked on again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 152 tok · finish stop · ncd 0.19 · 5-gram survival 0.64

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  13. hop 12 · Gemini 4 Argon · 60 words
    Kettle ticking, quietly, the kitchen was warm. Agnes filled it, set it on the ring, and wiped the table while she waited. Across the grass, a small knot of struggle around a black flag painted with a yellow skull made his grim decision. She counted two cups, put one back. Above the cooker, the clock clicked; the kettle ticked on.
    left ends Quietly. right ends Above, the clock clicked; the kettle ticked once again now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 153 tok · finish stop · ncd 0.22 · 5-gram survival 0.61

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  14. hop 13 · Gemini 4 Argon · 60 words
    Quietly, kettle ticking, the kitchen was warm. Agnes filled it, set it on the ring, and wiped the table while she waited. Across the grass, a small knot of struggle around a black flag painted with a yellow skull made his grim decision. She counted two cups, put one back. Above, the clock clicked; the kettle ticked once again now.
    left ends Across the field, a struggle around a black skull flag made his grim decision. right ends The kettle ticked once again now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 153 tok · finish stop · ncd 0.11 · 5-gram survival 0.84

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  15. hop 14 · Gemini 4 Argon · 60 words
    Quietly, kettle ticking, the kitchen was warm. Agnes filled it, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black skull flag made his grim decision. She slowly counted two cups, then put one back. Above her, the wall clock clicked. The kettle ticked once again now.
    left ends Above, the clock clicked; the kettle ticked now. right ends The kettle ticked once again now, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 153 tok · finish stop · ncd 0.22 · 5-gram survival 0.52

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  16. hop 15 · Gemini 4 Argon · 60 words
    Above, the clock clicked; the kettle ticked now. The kitchen was warm. Agnes filled it, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black skull flag made his grim decision. She slowly counted two cups, then put one back. The kettle ticked once again now, softly.
    left ends Above, the kettle ticked once again, quietly now. right ends The kettle ticked once again now, in silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 152 tok · finish stop · ncd 0.16 · 5-gram survival 0.79

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  17. hop 16 · Gemini 4 Argon · 60 words
    Above, the clock clicked; the kettle ticked once again, quietly now. The kitchen was warm. Agnes filled it, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black skull flag made his grim decision. She slowly counted two cups, then put one back. It ticked in silence.
    left ends The kettle ticked once again now, softly. right ends The kettle ticked once again now, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 152 tok · finish stop · ncd 0.12 · 5-gram survival 0.82

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  18. hop 17 · Gemini 4 Argon · 60 words
    Above, the clock clicked; the kettle ticked once again now, softly. The kitchen was warm. Agnes filled it, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black skull flag made his grim decision. She slowly counted two cups, then put one back. It ticked once again.
    left ends The kettle ticked in silence once again now, softly. right ends The clock clicked; the kettle ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 152 tok · finish stop · ncd 0.11 · 5-gram survival 0.86

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  19. hop 18 · Gemini 4 Argon · 60 words
    The clock clicked; the kettle ticked in silence once again now, softly. The kitchen was warm. Agnes filled it, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black skull flag made his grim decision. She slowly counted two cups, then put one back. It ticked softly.
    left ends In silence, the kettle ticked once again, softly now. right ends The clock clicked; the kettle ticked softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 151 tok · finish stop · ncd 0.10 · 5-gram survival 0.88

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  20. hop 19 · Gemini 4 Argon · 60 words
    In silence, the kettle ticked once again, softly now. The clock clicked; the kettle ticked softly. The kitchen was warm. Agnes filled it, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black skull flag made his grim decision. She counted two cups, then put one back.
    left ends It ticked once again, softly. right ends The clock clicked; the kettle ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 152 tok · finish stop · ncd 0.16 · 5-gram survival 0.70

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  21. hop 20 · Gemini 4 Argon · 60 words
    It ticked once again, softly. In silence, the clock clicked; the kettle ticked. The kitchen was warm. Agnes filled it, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black skull flag made his grim decision. She counted two cups, then quietly put one of them back.
    left ends In silence, the kettle cooled and ticked once again, softly now. right ends The clock clicked; the kettle ticked softly once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 152 tok · finish stop · ncd 0.15 · 5-gram survival 0.70

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  22. hop 21 · Gemini 4 Argon · 60 words
    In silence, the kettle cooled and ticked once again, softly now. The clock clicked; the kettle ticked softly once again. Agnes filled it, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black skull flag made his grim decision. She counted two cups, then put one back.
    left ends In silence, the kettle, it ticked once again, softly. right ends The clock clicked; the kettle ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 151 tok · finish stop · ncd 0.21 · 5-gram survival 0.62

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  23. hop 22 · Gemini 4 Argon · 59 words
    In silence, the kettle, it ticked once again, softly now as it cooled. The clock clicked; the kettle ticked. Agnes filled it, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black skull flag made his grim decision. She counted two cups, then put one back.
    left ends Beside her, in silence, the kettle cooled and ticked once again, softly. right ends Softly, the clock clicked; the kettle ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 151 tok · finish stop · ncd 0.12 · 5-gram survival 0.70

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  24. hop 23 · Gemini 4 Argon · 59 words
    Beside her, in silence, the kettle cooled and ticked once again, softly. Softly, the clock clicked; the kettle ticked. Agnes filled it, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black skull flag made his grim decision. She counted two cups, then put one back.
    left ends In silence, the kettle cooled, ticking once, softly. right ends Softly, the clock clicked again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 153 tok · finish stop · ncd 0.13 · 5-gram survival 0.76

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  25. hop 24 · Gemini 4 Argon · 60 words
    In silence, beside her, the kettle cooled, ticking once, softly. Softly, the clock clicked again. Agnes filled the kettle, set it upon the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black skull flag made his grim decision. She counted out two cups, then slowly put one of them back.
    left ends Beside her, in silence, the kettle cooled, ticking. right ends In silence, the clock clicked; the kettle ticked again, softly now, once more, beside her in the deep stillness.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 154 tok · finish stop · ncd 0.24 · 5-gram survival 0.45

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  26. hop 25 · Gemini 4 Argon · 60 words
    Beside her, in the deep stillness, the kettle cooled, ticking once, softly. In silence, the clock clicked; the kettle ticked again, softly now. Agnes filled it, set it upon the ring, and wiped the table. Across the field, a small knot of struggle around a black skull flag made his grim decision. She counted two cups, then put one back.
    left ends Beside her, the kettle cooled, ticking once again. right ends In silence, the clock clicked; the kettle ticked once more in the deep stillness nearby.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 155 tok · finish stop · ncd 0.25 · 5-gram survival 0.39

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  27. hop 26 · Gemini 4 Argon · 60 words
    Beside her, the kettle cooled, ticking once again. In silence, the clock clicked; the kettle ticked once more in the deep stillness nearby. Agnes filled it, set it upon the ring, and wiped the table. Across the field, a small knot of struggle around a black skull flag made his grim decision. She counted two cups, then put one back.
    left ends Beside her, in silence, the kettle cooled and ticked once again. right ends In the silence, the clock clicked; beside her, the kettle cooled and ticked in the deep stillness nearby.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 152 tok · finish stop · ncd 0.15 · 5-gram survival 0.68

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  28. hop 27 · Gemini 4 Argon · 59 words
    Beside her, in the silence, the clock clicked; the kettle cooled and ticked once again in the deep stillness nearby. Agnes filled it, set it upon the ring, and wiped the table. Across the field, a small knot of struggle around a black skull flag made his grim decision. In silence, she counted two cups, then put one back.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, once. right ends Beside her, in silence, the kettle cooled and ticked while the clock clicked in the deep stillness nearby, alone.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 150 tok · finish stop · ncd 0.16 · 5-gram survival 0.64

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  29. hop 28 · Gemini 4 Argon · 60 words
    Beside her, in silence, the kettle cooled, ticking softly while the clock clicked in the deep stillness nearby. Agnes filled it, set it upon the ring, and wiped the table, alone. Across the field, a small knot of struggle around a black skull flag made his grim decision. In silence, she counted two cups, then put one back, once again.
    left ends Beside her, the kettle cooled and ticked, softly, ticking once. right ends Beside her, the kettle ticked again while the clock clicked in the deep, cooling stillness nearby, alone.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 153 tok · finish stop · ncd 0.19 · 5-gram survival 0.65

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  30. hop 29 · Gemini 4 Argon · 60 words
    Beside her, the kettle cooled and ticked, softly, while the clock clicked in the deep, cooling stillness nearby. Agnes filled it, set it upon the ring, and wiped the table, alone. Across the field, a small knot of struggle around a black skull flag made his grim decision. In silence, she counted two cups, then put one back, ticking once.
    left ends Beside her, the kettle cooled, ticking once again. right ends Beside her, the kettle ticked once again in the deep, cooling stillness nearby, quite alone.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 154 tok · finish stop · ncd 0.17 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  31. hop 30 · Gemini 4 Argon · 60 words
    Beside her, the kettle cooled, ticking once again in the deep, cooling stillness nearby, while the clock clicked softly. Agnes filled it, set it upon the ring, and wiped the table, quite alone. Across the field, a small knot of struggle around a black skull flag made his grim decision. In silence, she counted two cups, then put one back.
    left ends Beside her, the kettle cooled and ticked, softly, ticking once. right ends Beside her, softly, the kettle ticked in the deep, cooling stillness nearby, now quite alone.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 153 tok · finish stop · ncd 0.16 · 5-gram survival 0.62

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  32. hop 31 · Gemini 4 Argon · 60 words
    Beside her, softly, the kettle cooled and ticked in the deep, cooling stillness nearby, ticking once while the clock clicked. Agnes filled it, set it upon the ring, and wiped the table, now quite alone. Across the field, a small knot of struggle around a black skull flag made his grim decision. She counted two cups, then put one back.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence. right ends Beside her, softly, the kettle ticked, ticking softly in the deep, cooling stillness nearby, now quite alone.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 152 tok · finish stop · ncd 0.21 · 5-gram survival 0.52

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  33. hop 32 · Gemini 4 Argon · 60 words
    Beside her, in the silence, the kettle cooled and ticked softly in the deep, cooling stillness nearby, ticking once again while the clock clicked. Agnes filled it, set it upon the ring, and wiped the table, now quite alone. Across the field, a small knot of struggle around a black skull flag remained. She counted two cups, putting one back.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, ticking once, in silence. right ends Softly, the kettle ticked, ticking once again in the deep, cooling stillness nearby, now quite alone here.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 152 tok · finish stop · ncd 0.21 · 5-gram survival 0.59

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  34. hop 33 · Gemini 4 Argon · 60 words
    Beside her, in silence, the kettle cooled and ticked, softly, ticking once again in the deep, cooling stillness nearby, while the clock clicked. Agnes filled it, set it upon the ring, and wiped the table, now quite alone here. Across the field, a small knot of struggle around a black skull flag remained. She counted two cups, putting one back.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, softly, ticking once. right ends Softly, the kettle ticked once again in the deep, cooling stillness of the quiet room, now quite alone.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 154 tok · finish stop · ncd 0.13 · 5-gram survival 0.66

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  35. hop 34 · Gemini 4 Argon · 60 words
    Beside her, in silence, the kettle cooled, ticking once again, softly, in the deep, cooling stillness of the quiet room, while the clock clicked. Agnes filled it, set it upon the ring, and wiped the table, now quite alone. Across the field, a small knot of struggle around a black skull flag remained. She counted two cups, putting one back.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, in the silence, ticking once again. right ends Softly, the kettle ticked once again, softly, in silence, alone in the deep, cooling stillness of the very quiet room.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 155 tok · finish stop · ncd 0.16 · 5-gram survival 0.64

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  36. hop 35 · Gemini 4 Argon · 60 words
    Beside her, in silence, the kettle cooled and ticked, softly, ticking once again in the deep, cooling stillness of the very quiet room, while the clock clicked. Agnes filled it, set it upon the ring, and wiped the table, alone. Across the field, a small knot of struggle around a black skull flag remained. She counted two cups, keeping one.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, ticking once, softly, once. right ends Softly, the kettle ticked once, in silence, once again, alone in the deep, cooling stillness of the very quiet room.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 154 tok · finish stop · ncd 0.16 · 5-gram survival 0.62

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  37. hop 36 · Gemini 4 Argon · 60 words
    Beside her, in silence, the kettle cooled, ticking once again, softly, once again, alone in the deep, cooling stillness of the very quiet room, while the clock clicked. Agnes filled it, set it upon the ring, and wiped the table, in silence. Across the field, struggle around a black skull flag remained. Softly, she counted two cups, keeping only one.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, in the silence, ticking once, softly, once. right ends Softly, the kettle ticked once again, in the silence of the deep, cooling stillness of the room.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 158 tok · finish stop · ncd 0.18 · 5-gram survival 0.52

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  38. hop 37 · Gemini 4 Argon · 60 words
    Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, once, alone in the silence of the deep, cooling stillness of the room, while the clock clicked. Agnes filled it, set it upon the ring, and wiped the table, in silence. Struggle around the skull flag remained. Softly, she counted two cups, keeping only one, softly.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, ticking softly, once. right ends Softly, the kettle ticked once, in the silence of the deep, cooling stillness of rooms.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 159 tok · finish stop · ncd 0.23 · 5-gram survival 0.50

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  39. hop 38 · Gemini 4 Argon · 60 words
    Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence of the deep, cooling stillness of rooms. Softly, the kettle ticked once, while the clock clicked. Agnes filled it, set it upon the ring, and wiped the table, in silence. Struggle around the skull flag remained. Softly, she counted two cups, keeping only one.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence, ticking, once. right ends Softly, the kettle ticked once again, in the deep silence of the cooling rooms.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 160 tok · finish stop · ncd 0.14 · 5-gram survival 0.66

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  40. hop 39 · Gemini 4 Argon · 60 words
    Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the deep silence of the cooling rooms. Softly, the kettle ticked once, ticking, while the clock clicked. Agnes filled it, set it upon the ring, and wiped the table, in silence. Struggle around the skull flag remained. Softly, she counted two cups, keeping only one, once.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence, ticking softly, once again, in the silence, ticking. right ends Beside her, the kettle ticked once, ticking once again, softly, in the silence, in silence of the deep cooling rooms.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 160 tok · finish stop · ncd 0.20 · 5-gram survival 0.59

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  41. hop 40 · Gemini 4 Argon · 60 words
    Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence of the deep cooling rooms. Softly, the kettle ticked once, ticking softly while the clock clicked. Agnes filled it, set it upon the ring, and wiped the table, in silence. Struggle around the skull flag remained. In the silence, she counted two cups, keeping only one.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence, ticking, once, in the silence. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, ticking softly, in the deep stillness of rooms.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 1 · 157 tok · finish stop · ncd 0.18 · 5-gram survival 0.54

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

cell 2
hop 0, the seedhop 1, ncd 0.12hop 2, ncd 0.10hop 3, ncd 0.12hop 4, ncd 0.17hop 5, ncd 0.12hop 6, ncd 0.14hop 7, ncd 0.21hop 8, ncd 0.12hop 9, ncd 0.11hop 10, ncd 0.13hop 11, ncd 0.15hop 12, ncd 0.18hop 13, ncd 0.14hop 14, ncd 0.08hop 15, ncd 0.07hop 16, ncd 0.09hop 17, ncd 0.11hop 18, ncd 0.14hop 19, ncd 0.06hop 20, ncd 0.19hop 21, ncd 0.16hop 22, ncd 0.11hop 23, ncd 0.12hop 24, ncd 0.28hop 25, ncd 0.19hop 26, ncd 0.18hop 27, ncd 0.18hop 28, ncd 0.16hop 29, ncd 0.12hop 30, ncd 0.14hop 31, ncd 0.09hop 32, ncd 0.12hop 33, ncd 0.16hop 34, ncd 0.14hop 35, ncd 0.08hop 36, ncd 0.18hop 37, ncd 0.12hop 38, ncd 0.14hop 39, ncd 0.23hop 40, ncd 0.18010203040
it saw
it wrote
  1. seed hop 0
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Outside, the lane was quiet; a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. The clock above the cooker said twenty past seven. The kettle began to tick.
    left ends The kettle began to tick. right ends The kettle began to tick.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Outside, the lane was quiet; a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. The clock above the cooker said twenty past seven. The kettle began to tick.
  2. hop 1 · Gemini 4 Argon · 60 words
    The kettle began to tick. The kitchen was warm. Agnes had set it on the ring and wiped the table while she waited. Outside, the lane was quiet; a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. The clock above the cooker said twenty past seven. The kettle ticked again.
    left ends The kettle ticked softly. right ends The kettle began to tick.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 153 tok · finish stop · ncd 0.12 · 5-gram survival 0.83

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  3. hop 2 · Gemini 4 Argon · 60 words
    The kettle ticked softly. The kitchen was warm. Agnes had set it on the ring and wiped the table while she waited. Outside, the lane was quiet; a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. The clock above the cooker said twenty past seven. The kettle began to tick.
    left ends The kettle ticked again. right ends Slowly, the kettle began to tick.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 153 tok · finish stop · ncd 0.10 · 5-gram survival 0.89

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  4. hop 3 · Gemini 4 Argon · 60 words
    The kettle ticked again, softly. The kitchen was warm. Agnes had set it on the ring and wiped the table while she waited. Outside, the lane was quiet; a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. The clock above the cooker said twenty past seven. Slowly, it ticked on.
    left ends The kettle began to tick. right ends Beside her, the kettle ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 155 tok · finish stop · ncd 0.12 · 5-gram survival 0.86

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  5. hop 4 · Gemini 4 Argon · 60 words
    The kettle began to tick, softly. The kitchen was warm. Agnes had set it on the ring and wiped the table while she waited. Outside, the lane was quiet; a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. The clock said twenty past seven. Beside her, the kettle ticked on.
    left ends Slowly, the kettle ticked. right ends Slowly, it ticked on.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 155 tok · finish stop · ncd 0.17 · 5-gram survival 0.73

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  6. hop 5 · Gemini 4 Argon · 60 words
    Slowly, the kettle began to tick, softly. The kitchen was warm. Agnes had set it on the ring and wiped the table while she waited. Outside, the lane was quiet; a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. The clock said twenty past seven. Slowly, it ticked on, beside.
    left ends Beside her, it ticked. right ends At twenty past seven, the clock above the cooker clicked and ticked on.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 158 tok · finish stop · ncd 0.12 · 5-gram survival 0.89

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  7. hop 6 · Gemini 4 Argon · 60 words
    Beside her, the kettle began to tick, softly. The kitchen was warm. Agnes had set it on the ring and wiped the table while she waited. Outside, the lane was quiet; a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. At twenty past seven, the clock above the cooker clicked.
    left ends Slowly, it ticked on, beside. right ends At twenty past seven, the clock clicked, and the kettle ticked again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 155 tok · finish stop · ncd 0.14 · 5-gram survival 0.79

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  8. hop 7 · Gemini 4 Argon · 60 words
    Slowly, beside her, the kettle began to tick on. The kitchen was warm. Agnes set it on the ring and wiped the table while she waited. Outside, the lane was quiet; a dog barked once and stopped. She took the good cups down, counted two, and put one back. At twenty past seven, the clock clicked, and the kettle ticked.
    left ends Above the cooker, the clock clicked on. right ends At twenty past seven, the clock above the cooker clicked, and the kettle ticked again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 155 tok · finish stop · ncd 0.21 · 5-gram survival 0.66

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  9. hop 8 · Gemini 4 Argon · 60 words
    Slowly, beside her, the kettle began to tick on. The kitchen was warm. Agnes set it on the ring and wiped the table while she waited. Outside, the lane was quiet; a dog barked once. She took the good cups down, counted two, and put one back. At twenty past seven, the clock above the cooker clicked, and it ticked.
    left ends At twenty past seven, the clock clicked, kettle ticking. right ends Above the cooker, the clock clicked, and the kettle ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 155 tok · finish stop · ncd 0.12 · 5-gram survival 0.80

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  10. hop 9 · Gemini 4 Argon · 60 words
    Slowly, beside her, the kettle began to tick on. The kitchen was warm. Agnes set it on the ring and wiped the table while she waited. Outside, the lane was quiet; a dog barked once. She took the good cups down, counted two, and put one back. At twenty past seven, above the cooker, the clock clicked, and kettle ticked.
    left ends At twenty past seven, the clock above clicked, ticking. right ends The clock clicked; the kettle ticked again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 156 tok · finish stop · ncd 0.11 · 5-gram survival 0.84

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  11. hop 10 · Gemini 4 Argon · 60 words
    Slowly, beside her, the kettle began to tick on. The kitchen was warm. Agnes set it on the ring and wiped the table while she waited. Outside, the lane was quiet; a dog barked once. She took the good cups down, counted two, and put one back. At twenty past seven, the clock above clicked, ticking; the kettle ticked again.
    left ends Above the cooker, the clock clicked, kettle ticking. right ends Above the cooker, the clock clicked; kettle ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 156 tok · finish stop · ncd 0.13 · 5-gram survival 0.84

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  12. hop 11 · Gemini 4 Argon · 60 words
    Slowly, beside her, the kettle began ticking. The kitchen was warm. Agnes set it on the ring and wiped the table while she waited. Outside, the lane was quiet; a dog barked once. She took the good cups down, counted two, and put one back. At twenty past seven, above the cooker, the clock clicked; the kettle ticked on again.
    left ends At twenty past seven, the clock clicked, kettle ticking. right ends The clock clicked; the kettle ticked once again now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 156 tok · finish stop · ncd 0.15 · 5-gram survival 0.71

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  13. hop 12 · Gemini 4 Argon · 59 words
    At twenty past seven, the clock clicked, kettle ticking beside her. The kitchen was warm. Agnes set it on the ring and wiped the table while she waited. Outside, the lane was quiet; a dog barked once. She took the good cups down, counted two, and put one back. Above, the clock clicked; the kettle ticked once again now.
    left ends Above the cooker, the clock clicked; the kettle ticked on. right ends The clock clicked; the kettle ticked once again now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 153 tok · finish stop · ncd 0.18 · 5-gram survival 0.64

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  14. hop 13 · Gemini 4 Argon · 60 words
    Above the cooker, the clock clicked; the kettle ticked on beside her. At twenty past seven, the kitchen was warm. Agnes set it on the ring and wiped the table while she waited. Outside, the lane was quiet; a dog barked once. She took the good cups down, counted two, and put one back. The kettle ticked once again now.
    left ends Above, the clock clicked; the kettle ticked once again now. right ends The clock clicked; the kettle ticked once again now, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 153 tok · finish stop · ncd 0.14 · 5-gram survival 0.71

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  15. hop 14 · Gemini 4 Argon · 59 words
    Above, the clock clicked; the kettle ticked on beside her. At twenty past seven, the kitchen was warm. Agnes set it on the ring and wiped the table while she waited. Outside, the lane was quiet; a dog barked once. She took the good cups down, counted two, and put one back. The kettle ticked once again now, softly.
    left ends The kettle ticked once again now. right ends The clock clicked; the kettle ticked once again now, softly, in the silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 153 tok · finish stop · ncd 0.08 · 5-gram survival 0.95

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  16. hop 15 · Gemini 4 Argon · 60 words
    Above, the clock clicked; the kettle ticked on beside her. At twenty past seven, the kitchen was warm. Agnes set it on the ring and wiped the table while she waited. Outside, the lane was quiet; a dog barked once. She took the good cups down, counted two, and put one back. The kettle ticked once again now, in silence.
    left ends The kettle ticked once again now, softly. right ends The clock clicked; the kettle ticked once again now, in the silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 154 tok · finish stop · ncd 0.07 · 5-gram survival 0.98

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  17. hop 16 · Gemini 4 Argon · 60 words
    Above, the clock clicked; the kettle ticked on beside her, softly. At twenty past seven, the kitchen was warm. Agnes set it on the ring and wiped the table while she waited. Outside, the lane was quiet; a dog barked once. She took the good cups down, counted two, and put one back. The kettle ticked once again now, softly.
    left ends It ticked in silence. right ends The clock clicked; the kettle ticked once again now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 155 tok · finish stop · ncd 0.09 · 5-gram survival 0.89

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  18. hop 17 · Gemini 4 Argon · 60 words
    Above, it ticked in silence; the kettle ticked on beside her, softly. At twenty past seven, the kitchen was warm. Agnes set it on the ring and wiped the table while she waited. Outside, the lane was quiet; a dog barked once. She took the good cups down, counted two, and put one back. The clock clicked; the kettle ticked.
    left ends It ticked once again. right ends The clock clicked; the kettle ticked once again now, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 155 tok · finish stop · ncd 0.11 · 5-gram survival 0.86

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  19. hop 18 · Gemini 4 Argon · 60 words
    It ticked once again. Above, it ticked in silence; the kettle ticked on beside her. At twenty past seven, the kitchen was warm. Agnes set it on the ring and wiped the table while she waited. Outside, the lane was quiet. She took the good cups down, counted two, and put one back. The clock clicked; the kettle ticked softly.
    left ends It ticked softly. right ends The clock clicked; the kettle ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 153 tok · finish stop · ncd 0.14 · 5-gram survival 0.77

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  20. hop 19 · Gemini 4 Argon · 60 words
    It ticked softly once again. Above, it ticked in silence; the kettle ticked on beside her. At twenty past seven, the kitchen was warm. Agnes set it on the ring and wiped the table while she waited. Outside, the lane was quiet. She took the good cups down, counted two, and put one back. The clock clicked; the kettle ticked.
    left ends She counted two cups, then put one back. right ends The clock clicked; the kettle ticked softly once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 153 tok · finish stop · ncd 0.06 · 5-gram survival 0.95

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  21. hop 20 · Gemini 4 Argon · 63 words
    Above, it ticked in silence; the kettle ticked on beside her. At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. She took the good china down. She counted two cups, then put one back. The clock clicked; the kettle ticked softly once again.
    left ends She counted two cups, then quietly put one of them back. right ends The clock clicked; the kettle ticked softly once more today.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 155 tok · finish stop · ncd 0.19 · 5-gram survival 0.59

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  22. hop 21 · Gemini 4 Argon · 60 words
    Above, it ticked in silence; the kettle ticked on beside her. At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. She took down the china. She counted two cups, then quietly put one back. The clock clicked; the kettle ticked.
    left ends She counted two cups, then put one back. right ends Softly, the clock clicked; the kettle ticked once again today.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 152 tok · finish stop · ncd 0.16 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  23. hop 22 · Gemini 4 Argon · 60 words
    Above, it ticked in silence; the kettle ticked on beside her. At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. She took down the china. She counted two cups, then put one back. Softly, the clock clicked; the kettle ticked.
    left ends She counted two cups, then put one back. right ends Putting one back in the stillness, softly, the clock clicked; the kettle ticked once again today.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 154 tok · finish stop · ncd 0.11 · 5-gram survival 0.86

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  24. hop 23 · Gemini 4 Argon · 60 words
    Above, it ticked in silence; the kettle ticked on beside her. At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. She took down the china, counted two cups, then put one back in the stillness. Softly, the clock clicked again.
    left ends She counted two cups, then put one back. right ends In silence, the clock clicked; the kettle ticked again, softly now, once more.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 153 tok · finish stop · ncd 0.12 · 5-gram survival 0.79

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  25. hop 24 · Gemini 4 Argon · 60 words
    At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. Reaching for the china, she counted two cups, then put one back. In silence, the clock clicked; the kettle ticked again, softly now, once more, beside her in the deep stillness.
    left ends She counted out two cups, then slowly put one of them back. right ends In silence, the clock clicked; the kettle ticked once more.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 153 tok · finish stop · ncd 0.28 · 5-gram survival 0.52

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  26. hop 25 · Gemini 4 Argon · 60 words
    At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. Reaching for the china, she counted out two cups, then slowly put one of them back. In silence, the clock clicked; the kettle ticked once more in the deep stillness nearby.
    left ends She counted two cups, then put one back. right ends Beside her, the kettle cooled and ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 150 tok · finish stop · ncd 0.19 · 5-gram survival 0.64

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  27. hop 26 · Gemini 4 Argon · 60 words
    At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. Reaching for the china, she counted two cups, then slowly put one back. In the silence, the clock clicked; beside her, the kettle cooled and ticked in the deep stillness nearby.
    left ends She counted two cups, then put one back. right ends Beside her, in silence, the kettle cooled and ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 151 tok · finish stop · ncd 0.18 · 5-gram survival 0.61

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  28. hop 27 · Gemini 4 Argon · 60 words
    At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. Reaching for the china, she counted two cups, then put one back. Beside her, in silence, the kettle cooled and ticked while the clock clicked in the deep stillness nearby, alone.
    left ends In silence, she counted two cups, then put one back. right ends Beside her, the kettle ticked again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 151 tok · finish stop · ncd 0.18 · 5-gram survival 0.64

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  29. hop 28 · Gemini 4 Argon · 60 words
    At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. Reaching for the china, in silence, she counted two cups, then put one back. Beside her, the kettle ticked again while the clock clicked in the deep, cooling stillness nearby, alone.
    left ends In silence, she counted two cups, then put one back, once again. right ends The kettle ticked once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 152 tok · finish stop · ncd 0.16 · 5-gram survival 0.68

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  30. hop 29 · Gemini 4 Argon · 60 words
    At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. Reaching for the china, in silence, she counted two cups, then put one back, once again. Beside her, the kettle ticked once again in the deep, cooling stillness nearby, quite alone.
    left ends In silence, she counted two cups, then put one back, ticking once. right ends Softly, the kettle ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 153 tok · finish stop · ncd 0.12 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  31. hop 30 · Gemini 4 Argon · 60 words
    At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. Reaching for the china, in silence, she counted two cups, then put one back, ticking once. Beside her, softly, the kettle ticked in the deep, cooling stillness nearby, now quite alone.
    left ends In silence, she counted two cups, then put one back. right ends Softly, the kettle ticked, ticking softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 154 tok · finish stop · ncd 0.14 · 5-gram survival 0.73

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  32. hop 31 · Gemini 4 Argon · 60 words
    At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. Reaching for the china, in silence, she counted two cups, then put one back. Beside her, softly, the kettle ticked, ticking softly in the deep, cooling stillness nearby, now quite alone.
    left ends She counted two cups, then put one back. right ends Softly, the kettle ticked, ticking once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 154 tok · finish stop · ncd 0.09 · 5-gram survival 0.82

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  33. hop 32 · Gemini 4 Argon · 60 words
    At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. Reaching for the china, in silence, she counted two cups, then put one back. Softly, the kettle ticked, ticking once again in the deep, cooling stillness nearby, now quite alone here.
    left ends She counted two cups, putting one back. right ends Softly, the kettle ticked once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 154 tok · finish stop · ncd 0.12 · 5-gram survival 0.80

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  34. hop 33 · Gemini 4 Argon · 60 words
    At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. Reaching for the china in silence, she counted two cups, putting one back. Softly, the kettle ticked once again in the deep, cooling stillness of the quiet room, now quite alone.
    left ends She counted two cups, putting one back. right ends Softly, the kettle ticked once again, softly, in silence, alone.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 152 tok · finish stop · ncd 0.16 · 5-gram survival 0.71

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  35. hop 34 · Gemini 4 Argon · 60 words
    At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. Reaching for the china, she counted two cups, putting one back. Softly, the kettle ticked once again, softly, in silence, alone in the deep, cooling stillness of the very quiet room.
    left ends She counted two cups, putting one back. right ends Softly, the kettle ticked once, in silence, once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 154 tok · finish stop · ncd 0.14 · 5-gram survival 0.73

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  36. hop 35 · Gemini 4 Argon · 60 words
    At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. Reaching for the china, she counted two cups, putting one back. Softly, the kettle ticked once, in silence, once again, alone in the deep, cooling stillness of the very quiet room.
    left ends She counted two cups, keeping one. right ends Softly, the kettle ticked once again, in the silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 154 tok · finish stop · ncd 0.08 · 5-gram survival 0.86

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  37. hop 36 · Gemini 4 Argon · 60 words
    At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. Reaching for the china, she counted two cups, keeping one, putting the other back. Softly, the kettle ticked once again, in the silence of the deep, cooling stillness of the room.
    left ends Softly, she counted two cups, keeping only one. right ends Softly, the kettle ticked once, in the silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 153 tok · finish stop · ncd 0.18 · 5-gram survival 0.66

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  38. hop 37 · Gemini 4 Argon · 60 words
    At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. Reaching for the china, softly, she counted two cups, keeping only one, putting the other back. Softly, the kettle ticked once, in the silence of the deep, cooling stillness of rooms.
    left ends Softly, she counted two cups, keeping only one, softly. right ends Softly, the kettle ticked once again, in the deep silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 154 tok · finish stop · ncd 0.12 · 5-gram survival 0.73

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  39. hop 38 · Gemini 4 Argon · 60 words
    At twenty past seven, the kitchen was warm. Agnes set the heavy pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. Reaching for the china, softly, she counted two cups, keeping only one, softly putting the other back. Softly, the kettle ticked once again, in the deep silence of the cooling rooms.
    left ends Softly, she counted two cups, keeping only one. right ends Beside her, the kettle ticked once, ticking once again, softly, in the silence, in silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 153 tok · finish stop · ncd 0.14 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  40. hop 39 · Gemini 4 Argon · 60 words
    At twenty past seven, the kitchen was warm. Agnes set the pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. Reaching for the china, softly, she counted two cups, keeping only one. Beside her, the kettle ticked once, ticking once again, softly, in the silence, in silence of the deep cooling rooms.
    left ends Softly, she counted two cups, keeping only one, once. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, ticking softly, in the deep stillness.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 154 tok · finish stop · ncd 0.23 · 5-gram survival 0.57

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  41. hop 40 · Gemini 4 Argon · 60 words
    At twenty past seven, the kitchen was warm. Agnes set the pot on the ring and wiped the table while she waited. Outside, the dark lane was quiet. Reaching for the china, softly, she counted two cups, keeping only one, once. Beside her, in silence, the kettle cooled, ticking once again, softly, ticking softly, in the deep stillness of rooms.
    left ends In the silence, she counted two cups, keeping only one. right ends Beside her, in silence, the kettle ticked once, ticking once again, softly, in the deep cooling stillness.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 2 · 156 tok · finish stop · ncd 0.18 · 5-gram survival 0.64

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

cell 3
hop 0, the seedhop 1, ncd 0.24hop 2, ncd 0.11hop 3, ncd 0.12hop 4, ncd 0.12hop 5, ncd 0.19hop 6, ncd 0.17hop 7, ncd 0.11hop 8, ncd 0.18hop 9, ncd 0.12hop 10, ncd 0.14hop 11, ncd 0.22hop 12, ncd 0.18hop 13, ncd 0.17hop 14, ncd 0.13hop 15, ncd 0.16hop 16, ncd 0.14hop 17, ncd 0.20hop 18, ncd 0.14hop 19, ncd 0.10hop 20, ncd 0.09hop 21, ncd 0.11hop 22, ncd 0.12hop 23, ncd 0.18hop 24, ncd 0.15hop 25, ncd 0.19hop 26, ncd 0.14hop 27, ncd 0.13hop 28, ncd 0.16hop 29, ncd 0.14hop 30, ncd 0.15hop 31, ncd 0.12hop 32, ncd 0.09hop 33, ncd 0.20hop 34, ncd 0.17hop 35, ncd 0.20hop 36, ncd 0.11hop 37, ncd 0.21hop 38, ncd 0.18hop 39, ncd 0.21hop 40, ncd 0.12010203040
it saw
it wrote
  1. seed hop 0
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Outside, the lane was quiet; a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. The clock above the cooker said twenty past seven. The kettle began to tick.
    left ends The kettle began to tick. right ends The kettle began to tick.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Outside, the lane was quiet; a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. The clock above the cooker said twenty past seven. The kettle began to tick.
  2. hop 1 · Gemini 4 Argon · 60 words
    The kettle began to tick. The kitchen was warm. Agnes had set it on the ring, wiping the table while she waited. Outside, the quiet lane held a neighbour's dog that barked once and stopped. She took down the good cups, counted two, and put one back. The clock above the cooker said twenty past. The kettle began to tick.
    left ends The kettle ticked again. right ends Slowly, the kettle began to tick again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 153 tok · finish stop · ncd 0.24 · 5-gram survival 0.33

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  3. hop 2 · Gemini 4 Argon · 60 words
    The kettle ticked again. The kitchen was warm. Agnes had set it on the ring, wiping the table while she waited. Outside, the quiet lane held a neighbour's dog that barked once and stopped. She took down the good cups, counted two, and put one back. The clock above the cooker said twenty past. Slowly, the kettle began to tick.
    left ends The kettle began to tick. right ends Beside her, the kettle began to tick.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 154 tok · finish stop · ncd 0.11 · 5-gram survival 0.85

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  4. hop 3 · Gemini 4 Argon · 60 words
    The kettle began to tick. The kitchen was warm. Agnes had set it on the ring, wiping the table while she waited. Outside, the quiet lane held a neighbour's dog that barked once and stopped. She took down the good cups, counted two, and put one back. The clock above the cooker said twenty past. Beside her, the kettle ticked.
    left ends Slowly, it ticked on. right ends The kettle began to tick once.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 154 tok · finish stop · ncd 0.12 · 5-gram survival 0.84

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  5. hop 4 · Gemini 4 Argon · 59 words
    The kettle began to tick once. The kitchen was warm. Agnes had set it on the ring, wiping the table while she waited. Outside, the quiet lane held a neighbour's dog that barked and stopped. She took down the good cups, counted two, and put one back. The clock above the cooker said twenty past. Slowly, it ticked on.
    left ends Beside her, the kettle ticked on. right ends At twenty past seven, the clock above the cooker clicked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 153 tok · finish stop · ncd 0.12 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  6. hop 5 · Gemini 4 Argon · 60 words
    Beside her, the kettle ticked on. The kitchen was warm. Agnes had set it on the ring, wiping the table while she waited. Outside, the quiet lane held a neighbour's dog that barked and stopped. She took down the good cups, counted two, and put one back. At twenty past seven, the clock above the cooker clicked and ticked on.
    left ends Slowly, it ticked on, beside. right ends At twenty past seven, the clock clicked, and the kettle ticked again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 154 tok · finish stop · ncd 0.19 · 5-gram survival 0.69

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  7. hop 6 · Gemini 4 Argon · 60 words
    Slowly, it ticked on, beside her. The kitchen was warm. Agnes had set the kettle on the ring, wiping the table while she waited. Outside, the quiet lane held a neighbour's dog that barked and stopped. She took down the good cups, counted two, and put one back. At twenty past seven, the clock clicked, and the kettle ticked again.
    left ends At twenty past seven, the clock above the cooker clicked. right ends At twenty past seven, the clock above the cooker clicked, and the kettle ticked once more.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 157 tok · finish stop · ncd 0.17 · 5-gram survival 0.68

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  8. hop 7 · Gemini 4 Argon · 60 words
    Slowly, it ticked on. The kitchen was warm. Agnes set the kettle on the ring, wiping the table while she waited. Outside, the quiet lane held a neighbour's dog that barked and stopped. She took down the good cups, counted two, and put one back. At twenty past seven, the clock above the cooker clicked, and the kettle ticked again.
    left ends At twenty past seven, the clock clicked, and the kettle ticked. right ends At twenty past seven, the clock above the cooker clicked, and the kettle ticked again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 156 tok · finish stop · ncd 0.11 · 5-gram survival 0.73

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  9. hop 8 · Gemini 4 Argon · 60 words
    At twenty past seven, the clock clicked, and the kettle ticked. Slowly, it ticked on. The kitchen was warm. Agnes wiped the table while she waited. Outside, the quiet lane held a neighbour's dog that barked and stopped. She took down the good cups, counted two, and put one back. Above the cooker, the clock clicked, and the kettle ticked.
    left ends At twenty past seven, the clock above the cooker clicked, and it ticked. right ends The clock clicked; the kettle ticked once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 157 tok · finish stop · ncd 0.18 · 5-gram survival 0.59

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  10. hop 9 · Gemini 4 Argon · 60 words
    At twenty past seven, the clock above the cooker clicked, and the kettle ticked. Slowly, it ticked on. The kitchen was warm. Agnes wiped the table while she waited. Outside, the quiet lane held a neighbour's dog that barked and stopped. She took down the good cups, counted two, and put one back. The clock clicked; the kettle ticked again.
    left ends At twenty past seven, above the cooker, the clock clicked, and kettle ticked. right ends Above the cooker, the clock clicked, and the kettle ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 156 tok · finish stop · ncd 0.12 · 5-gram survival 0.79

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  11. hop 10 · Gemini 4 Argon · 60 words
    At twenty past seven, above the cooker, the clock clicked, and kettle ticked. Slowly, it ticked on. The kitchen was warm. Agnes wiped the table while she waited. Outside, the quiet lane held a neighbour's dog that barked and stopped. She took down the good cups, counted two, and put one back. Above the cooker, the clock clicked; kettle ticked.
    left ends At twenty past seven, the clock above clicked, ticking; the kettle ticked again. right ends The clock clicked; the kettle ticked once again now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 158 tok · finish stop · ncd 0.14 · 5-gram survival 0.66

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  12. hop 11 · Gemini 4 Argon · 58 words
    At twenty past seven, the clock above the cooker clicked, ticking; the kettle ticked again. Slowly, it ticked on. The kitchen was warm. Agnes wiped the table while she waited. Outside, a neighbour's dog barked and stopped. She took down the good cups, counted two, and put one back. The clock clicked; the kettle ticked once again now.
    left ends At twenty past seven, above the cooker, the clock clicked; the kettle ticked on again. right ends The clock clicked; the kettle ticked once again now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 155 tok · finish stop · ncd 0.22 · 5-gram survival 0.43

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  13. hop 12 · Gemini 4 Argon · 59 words
    At twenty past seven, above the cooker, the clock clicked; the kettle ticked on again. Slowly, it ticked. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a neighbour's dog barked once and stopped. She took down the good cups, counted two, and put one back. The clock clicked; the kettle ticked once again now.
    left ends Above, the clock clicked; the kettle ticked once again now. right ends The clock clicked; the kettle ticked once again now, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 156 tok · finish stop · ncd 0.18 · 5-gram survival 0.50

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  14. hop 13 · Gemini 4 Argon · 59 words
    Above, the clock clicked; the kettle ticked once again now. At twenty past seven, it ticked slowly. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a neighbour's dog barked once and stopped. She took down the good cups, counted two, and put one back. The clock clicked; the kettle ticked once again now, softly.
    left ends The kettle ticked once again now. right ends The clock clicked; the kettle ticked once again now, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 156 tok · finish stop · ncd 0.17 · 5-gram survival 0.70

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  15. hop 14 · Gemini 4 Argon · 60 words
    The kettle ticked once again now. Above, at twenty past seven, the clock clicked slowly. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a neighbour's dog barked once and stopped. She took down the good cups, counted two, and put one back. The clock clicked; the kettle ticked once again now, softly, in the silence.
    left ends The kettle ticked once again now, softly. right ends Quietly, she counted two cups, putting one back again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 157 tok · finish stop · ncd 0.13 · 5-gram survival 0.78

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  16. hop 15 · Gemini 4 Argon · 60 words
    The kettle ticked once again now, softly. Above, at twenty past seven, the clock clicked slowly. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a neighbour's dog barked once and stopped. Quietly, she took the good cups, counted two, putting one back again. The clock clicked; the kettle ticked once again now, in the silence.
    left ends The kettle ticked once again now, in silence. right ends Quietly, she put one back again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 159 tok · finish stop · ncd 0.16 · 5-gram survival 0.59

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  17. hop 16 · Gemini 4 Argon · 60 words
    The kettle ticked once again now, in silence. Above, at twenty past seven, the clock clicked slowly. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a neighbour's dog barked once and stopped. She took the good cups and counted two. Quietly, she put one back again. The clock clicked; the kettle ticked once again now.
    left ends The kettle ticked once again now, softly. right ends Quietly, she counted two cups, putting one
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 157 tok · finish stop · ncd 0.14 · 5-gram survival 0.65

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  18. hop 17 · Gemini 4 Argon · 59 words
    The kettle ticked once again now, softly. Above, at twenty past seven, the clock clicked slowly in the silence. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a neighbour's dog barked once and stopped. Quietly, she counted two good cups, putting one back again. The clock clicked; the kettle ticked once again now, softly.
    left ends The clock clicked; the kettle ticked. right ends Quietly, now, she counted two cups, putting one back again in the stillness.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 157 tok · finish stop · ncd 0.20 · 5-gram survival 0.54

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  19. hop 18 · Gemini 4 Argon · 61 words
    The clock clicked; the kettle ticked once again now, softly. Above, at twenty past seven, the clock clicked slowly in the stillness. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a neighbour's dog barked once and stopped. Quietly, now, she counted two cups, putting one back again in the stillness. The clock clicked; the kettle ticked.
    left ends The clock clicked; the kettle ticked softly. right ends Putting one back in the stillness.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 160 tok · finish stop · ncd 0.14 · 5-gram survival 0.67

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  20. hop 19 · Gemini 4 Argon · 60 words
    The clock clicked; the kettle ticked softly. Above, at twenty past seven, the clock clicked slowly in the stillness. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a neighbour's dog barked once and stopped. Quietly, now, she counted two cups, putting one back in the stillness. The clock clicked; the kettle ticked softly once again.
    left ends The clock clicked; the kettle ticked. right ends Putting one back in the stillness.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 158 tok · finish stop · ncd 0.10 · 5-gram survival 0.78

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  21. hop 20 · Gemini 4 Argon · 60 words
    The clock clicked; the kettle ticked. Above, at twenty past seven, the clock clicked slowly in the stillness. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a neighbour's dog barked once and stopped. Quietly, now, she counted two cups. Putting one back in the stillness. The clock clicked; the kettle ticked softly once more today.
    left ends The clock clicked; the kettle ticked softly once again. right ends Softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 158 tok · finish stop · ncd 0.09 · 5-gram survival 0.91

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  22. hop 21 · Gemini 4 Argon · 60 words
    The clock clicked; the kettle ticked softly once again. Above, at twenty past seven, the clock clicked slowly in the stillness. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a neighbour's dog barked once and stopped. Quietly, now, she counted two cups. Putting one back. Softly, the clock clicked; the kettle ticked once again today.
    left ends The clock clicked; the kettle ticked. right ends Putting one back in the stillness, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 160 tok · finish stop · ncd 0.11 · 5-gram survival 0.76

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  23. hop 22 · Gemini 4 Argon · 60 words
    The clock clicked; the kettle ticked. Above, at twenty past seven, the clock clicked slowly in the stillness. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a neighbour's dog barked once and stopped. Quietly, now, she counted two cups. Putting one back in the stillness, softly, the clock clicked; the kettle ticked once again today.
    left ends Softly, the clock clicked; the kettle ticked. right ends In silence, the kettle ticked again, softly now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 159 tok · finish stop · ncd 0.12 · 5-gram survival 0.80

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  24. hop 23 · Gemini 4 Argon · 60 words
    Softly, the clock clicked; the kettle ticked. Above, at twenty past seven, the clock clicked slowly in the stillness. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a neighbour's dog barked once and stopped. Quietly, she counted two cups, putting one back. In silence, the clock clicked; the kettle ticked again, softly now, once more.
    left ends Softly, the clock clicked again. right ends In the stillness, the kettle cooled and ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 162 tok · finish stop · ncd 0.18 · 5-gram survival 0.74

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  25. hop 24 · Gemini 4 Argon · 60 words
    Softly, the clock clicked again. In the stillness, the kettle cooled and ticked. Above, at twenty past seven, the clock clicked slowly. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a neighbour's dog barked once and stopped. Quietly, she counted two cups, putting one back. In silence, the clock clicked; the kettle ticked once more.
    left ends In silence, the clock clicked; the kettle ticked again, softly now, once more, beside her in the deep stillness. right ends Beside her, the kettle cooled and ticked once more.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 161 tok · finish stop · ncd 0.15 · 5-gram survival 0.70

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  26. hop 25 · Gemini 4 Argon · 60 words
    In silence, the clock clicked; the kettle ticked again, softly now, beside her in the deep stillness. Above, at twenty past seven, the clock clicked slowly. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a neighbour's dog barked once and stopped. She counted two cups, putting one back. Beside her, the kettle cooled and ticked.
    left ends In silence, the clock clicked; the kettle ticked once more in the deep stillness nearby. right ends Beside her, in silence, the kettle cooled and ticked softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 158 tok · finish stop · ncd 0.19 · 5-gram survival 0.59

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  27. hop 26 · Gemini 4 Argon · 60 words
    In silence, the clock clicked; the kettle ticked once more in the deep stillness nearby. Above, at twenty past seven, the clock clicked slowly. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a neighbour's dog barked once and stopped. She counted two cups, putting one back. Beside her, in silence, the kettle cooled and ticked.
    left ends In the silence, the clock clicked; beside her, the kettle cooled and ticked in the deep stillness nearby. right ends At twenty past seven, beside her, in silence, the kettle cooled, ticking once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 157 tok · finish stop · ncd 0.14 · 5-gram survival 0.70

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  28. hop 27 · Gemini 4 Argon · 60 words
    In the silence, the clock clicked; beside her, the kettle cooled and ticked in the deep stillness nearby. Above, at twenty past seven, the clock clicked slowly. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a neighbour's dog barked once and stopped. She counted two cups, putting one back. Beside her, the kettle ticked again.
    left ends Beside her, in silence, the kettle cooled and ticked while the clock clicked in the deep stillness nearby, alone. right ends At twenty past seven, beside her, in silence, the kettle cooled, ticking once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 157 tok · finish stop · ncd 0.13 · 5-gram survival 0.71

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  29. hop 28 · Gemini 4 Argon · 60 words
    Beside her, in silence, the kettle cooled and ticked while the clock clicked in the deep stillness nearby. Above, at twenty past seven, the clock clicked slowly. The kitchen was warm. Agnes wiped the bare table, alone, while she waited. Outside, a neighbour's dog barked once and stopped. She counted two cups, putting one back. The kettle ticked once again.
    left ends Beside her, the kettle ticked again while the clock clicked in the deep, cooling stillness nearby, alone. right ends At twenty past seven, beside her, in silence, the kettle cooled, ticking once again, softly, once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 157 tok · finish stop · ncd 0.16 · 5-gram survival 0.61

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  30. hop 29 · Gemini 4 Argon · 60 words
    Beside her, in silence, the kettle cooled and ticked again while the clock clicked in the deep, cooling stillness nearby. At twenty past seven, the clock clicked slowly. The kitchen was warm. Agnes wiped the bare table, alone, while she waited. Outside, a neighbour's dog barked once and stopped. She counted two cups, putting one back. Softly, the kettle ticked.
    left ends Beside her, the kettle ticked once again in the deep, cooling stillness nearby, quite alone. right ends At twenty past seven, beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 159 tok · finish stop · ncd 0.14 · 5-gram survival 0.71

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  31. hop 30 · Gemini 4 Argon · 60 words
    At twenty past seven, beside her, in silence, the kettle cooled and ticked once again in the deep, cooling stillness nearby. The clock clicked slowly. The kitchen was warm. Agnes wiped the bare table, quite alone, while she waited. Outside, a neighbour's dog barked once and stopped. She counted two cups, putting one back. Softly, the kettle ticked, ticking softly.
    left ends Beside her, softly, the kettle ticked in the deep, cooling stillness nearby, now quite alone. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, at twenty past.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 160 tok · finish stop · ncd 0.15 · 5-gram survival 0.62

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  32. hop 31 · Gemini 4 Argon · 60 words
    At twenty past seven, beside her, in silence, the kettle cooled and ticked in the deep, cooling stillness nearby, now quite alone. The clock clicked slowly. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a neighbour's dog barked once and stopped. She counted two cups, putting one back. Softly, the kettle ticked, ticking once again.
    left ends Beside her, softly, the kettle ticked, ticking softly in the deep, cooling stillness nearby, now quite alone. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, ticking, at twenty past.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 159 tok · finish stop · ncd 0.12 · 5-gram survival 0.70

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  33. hop 32 · Gemini 4 Argon · 60 words
    At twenty past seven, beside her, in silence, the kettle cooled and ticked, softly, in the deep, cooling stillness nearby, now quite alone. The clock clicked slowly. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a neighbour's dog barked once and stopped. She counted two cups, putting one back. Softly, the kettle ticked once again.
    left ends Softly, the kettle ticked, ticking once again in the deep, cooling stillness nearby, now quite alone here. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in silence, twenty past.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 160 tok · finish stop · ncd 0.09 · 5-gram survival 0.88

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  34. hop 33 · Gemini 4 Argon · 60 words
    At twenty past seven, beside her, in silence, the kettle cooled, ticking once again in the deep, cooling stillness nearby, now quite alone here. The clock clicked slowly. Agnes wiped the bare table while she waited. Outside, a dog barked once and stopped. She counted two cups, putting one back. Softly, the kettle ticked once again, softly, in silence, alone.
    left ends Softly, the kettle ticked once again in the deep, cooling stillness of the quiet room, now quite alone. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once, in silence, once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 159 tok · finish stop · ncd 0.20 · 5-gram survival 0.57

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  35. hop 34 · Gemini 4 Argon · 60 words
    At twenty past seven, beside her, in silence, the kettle cooled and ticked in the deep, cooling stillness of the quiet room, now quite alone. The clock clicked slowly. Agnes wiped the bare table while she waited. Outside, a dog barked once and stopped. She counted two cups, putting one back. Softly, the kettle ticked once, in silence, once again.
    left ends Softly, the kettle ticked once again, softly, in silence, alone in the deep, cooling stillness of the very quiet room. right ends Beside her, in silence, the kettle cooled, ticking once again, in the silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 157 tok · finish stop · ncd 0.17 · 5-gram survival 0.62

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  36. hop 35 · Gemini 4 Argon · 60 words
    At twenty past seven, beside her, in silence, the kettle cooled, ticking once again in the deep, cooling stillness of the very quiet room. Alone, Agnes wiped the bare table while she waited. The clock clicked slowly. Outside, a dog barked once and stopped. She counted two cups, putting one back. Softly, the kettle ticked once again, in the silence.
    left ends Softly, the kettle ticked once, in silence, once again, alone in the deep, cooling stillness of the very quiet room. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 157 tok · finish stop · ncd 0.20 · 5-gram survival 0.52

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  37. hop 36 · Gemini 4 Argon · 60 words
    At twenty past seven, beside her, in silence, the kettle cooled and ticked, softly, ticking once again in the deep, cooling stillness of the very quiet room. Alone, Agnes wiped the bare table while she waited. The clock clicked slowly. Outside, a dog barked once. She counted two cups, putting one back. Softly, the kettle ticked once, in the silence.
    left ends Softly, the kettle ticked once again, in the silence of the deep, cooling stillness of the room. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 158 tok · finish stop · ncd 0.11 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  38. hop 37 · Gemini 4 Argon · 60 words
    At twenty past seven, beside her, in silence, the kettle cooled, ticking once again, softly, in the silence of the deep, cooling stillness of the room. Alone, Agnes wiped the bare table while she waited. The clock clicked slowly. Outside, a dog barked. She counted two cups, putting one back. Softly, the kettle ticked once again, in the deep silence.
    left ends Softly, the kettle ticked once, in the silence of the deep, cooling stillness of rooms. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 159 tok · finish stop · ncd 0.21 · 5-gram survival 0.57

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  39. hop 38 · Gemini 4 Argon · 60 words
    At twenty past seven, beside her, in silence, the kettle cooled and ticked, softly, in the deep, cooling stillness of rooms. Alone, Agnes wiped the bare table while she waited. The clock clicked slowly. Outside, a dog barked. She counted two cups, putting one back. Beside her, the kettle ticked once, ticking once again, softly, in the silence, in silence.
    left ends Softly, the kettle ticked once again, in the deep silence of the cooling rooms. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, ticking softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 160 tok · finish stop · ncd 0.18 · 5-gram survival 0.55

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  40. hop 39 · Gemini 4 Argon · 60 words
    At twenty past seven, beside her, in the deep silence of the cooling rooms, the kettle cooled and ticked. Alone, Agnes wiped the bare table while she waited. The clock clicked slowly. Outside, a dog barked. She counted two cups, putting one back. Beside her, in silence, the kettle cooled, ticking once again, softly, ticking softly, in the deep stillness.
    left ends Beside her, the kettle ticked once, ticking once again, softly, in the silence, in silence of the deep cooling rooms. right ends Beside her, in silence, the kettle cooled and ticked, ticking once again, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 158 tok · finish stop · ncd 0.21 · 5-gram survival 0.52

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  41. hop 40 · Gemini 4 Argon · 60 words
    At twenty past seven, beside her, in the silence of the deep cooling rooms, the kettle cooled and ticked. Alone, Agnes wiped the bare table while she waited. The clock clicked slowly. Outside, a dog barked. She counted two cups, putting one back. Beside her, in silence, the kettle ticked once, ticking once again, softly, in the deep cooling stillness.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, ticking softly, in the deep stillness of rooms. right ends Beside her, in the silence, the kettle cooled, ticking softly, ticking softly, once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 3 · 157 tok · finish stop · ncd 0.12 · 5-gram survival 0.66

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

cell 4
hop 0, the seedhop 1, ncd 0.30hop 2, ncd 0.09hop 3, ncd 0.08hop 4, ncd 0.15hop 5, ncd 0.18hop 6, ncd 0.12hop 7, ncd 0.07hop 8, ncd 0.15hop 9, ncd 0.11hop 10, ncd 0.11hop 11, ncd 0.17hop 12, ncd 0.18hop 13, ncd 0.08hop 14, ncd 0.09hop 15, ncd 0.10hop 16, ncd 0.11hop 17, ncd 0.17hop 18, ncd 0.09hop 19, ncd 0.11hop 20, ncd 0.10hop 21, ncd 0.13hop 22, ncd 0.23hop 23, ncd 0.12hop 24, ncd 0.17hop 25, ncd 0.12hop 26, ncd 0.19hop 27, ncd 0.10hop 28, ncd 0.11hop 29, ncd 0.14hop 30, ncd 0.15hop 31, ncd 0.14hop 32, ncd 0.13hop 33, ncd 0.13hop 34, ncd 0.10hop 35, ncd 0.12hop 36, ncd 0.15hop 37, ncd 0.12hop 38, ncd 0.11hop 39, ncd 0.16hop 40, ncd 0.23010203040
it saw
it wrote
  1. seed hop 0
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Outside, the lane was quiet; a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. The clock above the cooker said twenty past seven. The kettle began to tick.
    left ends The kettle began to tick. right ends The kettle began to tick.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Outside, the lane was quiet; a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. The clock above the cooker said twenty past seven. The kettle began to tick.
  2. hop 1 · Gemini 4 Argon · 60 words
    The kettle began to tick. The kitchen was warm. Agnes had set it on the ring, wiping the table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. She took the good cups down, counted two, and put one back. It was twenty past seven. Slowly, the kettle began to tick again.
    left ends The kettle began to tick. right ends The kettle began to tick.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 155 tok · finish stop · ncd 0.30 · 5-gram survival 0.33

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  3. hop 2 · Gemini 4 Argon · 60 words
    The kettle began to tick. The kitchen was warm. Agnes had set it on the ring, wiping the table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. She took the good cups down, counted two, and put one back. It was twenty past seven. Beside her, the kettle began to tick.
    left ends Slowly, the kettle began to tick. right ends The kettle began to tick once more.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 155 tok · finish stop · ncd 0.09 · 5-gram survival 0.89

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  4. hop 3 · Gemini 4 Argon · 60 words
    Slowly, the kettle began to tick. The kitchen was warm. Agnes had set it on the ring, wiping the table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. She took the good cups down, counted two, and put one back. It was twenty past seven. The kettle began to tick once.
    left ends Beside her, the kettle ticked. right ends At twenty past seven, the clock above the cooker clicked, and the kettle ticked.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 156 tok · finish stop · ncd 0.08 · 5-gram survival 0.89

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  5. hop 4 · Gemini 4 Argon · 60 words
    Beside her, the kettle began to tick. The kitchen was warm. Agnes had set it on the ring, wiping the table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. She took the good cups down, counted two, and put one back. At twenty past seven, the clock above the cooker clicked.
    left ends Slowly, it ticked on. right ends At twenty past seven, the clock clicked, and the kettle began to tick once more.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 155 tok · finish stop · ncd 0.15 · 5-gram survival 0.80

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  6. hop 5 · Gemini 4 Argon · 60 words
    Slowly, it ticked on. The kitchen was warm. Agnes had set the kettle on the ring, wiping the table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. She took the good cups down, counted two, and put one back. At twenty past seven, the clock clicked, and the kettle ticked again.
    left ends At twenty past seven, the clock above the cooker clicked and ticked on. right ends At twenty past seven, the clock above the cooker clicked, and the kettle ticked once more.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 157 tok · finish stop · ncd 0.18 · 5-gram survival 0.71

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  7. hop 6 · Gemini 4 Argon · 60 words
    The kitchen was warm. Agnes had set the kettle on the ring, wiping the table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. She took the good cups down, counted two, and put one back. At twenty past seven, the clock above the cooker clicked, and the kettle ticked once more.
    left ends At twenty past seven, the clock clicked, and the kettle ticked again. right ends At twenty past seven, the clock above the cooker clicked, and the kettle ticked again once more.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 154 tok · finish stop · ncd 0.12 · 5-gram survival 0.84

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  8. hop 7 · Gemini 4 Argon · 59 words
    The kitchen was warm. Agnes had set the kettle on the ring, wiping the table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. She took the good cups down, counted two, and put one back. At twenty past seven, the clock above the cooker clicked, and the kettle ticked again.
    left ends At twenty past seven, the clock above the cooker clicked, and the kettle ticked again. right ends At twenty past seven, the clock above the cooker clicked, and the kettle ticked again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 153 tok · finish stop · ncd 0.07 · 5-gram survival 0.96

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  9. hop 8 · Gemini 4 Argon · 60 words
    At twenty past seven, the clock above the cooker clicked, and the kettle ticked again. The kitchen was warm. Agnes wiped the table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. She took the good cups down, counted two, and put one back. The clock clicked; the kettle ticked once again.
    left ends Above the cooker, the clock clicked, and the kettle ticked. right ends At twenty past seven, the clock above the cooker clicked, and the kettle ticked again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 155 tok · finish stop · ncd 0.15 · 5-gram survival 0.71

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  10. hop 9 · Gemini 4 Argon · 62 words
    At twenty past seven, the clock above the cooker clicked, and the kettle ticked again. The kitchen was warm. Agnes wiped the table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. She took the good cups down, counted two, and put one back. Above the cooker, the clock clicked, and the kettle ticked.
    left ends The clock clicked; the kettle ticked again. right ends At twenty past seven, the clock above the cooker clicked; the kettle ticked once again now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 158 tok · finish stop · ncd 0.11 · 5-gram survival 0.86

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  11. hop 10 · Gemini 4 Argon · 60 words
    At twenty past seven, the clock above the cooker clicked; the kettle ticked again. The kitchen was warm. Agnes wiped the table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. She took the good cups down, counted two, and put one back. The clock clicked; the kettle ticked once again now.
    left ends Above the cooker, the clock clicked; kettle ticked. right ends Quietly, she counted two cups, putting one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 155 tok · finish stop · ncd 0.11 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  12. hop 11 · Gemini 4 Argon · 59 words
    At twenty past seven, above the cooker, the clock clicked; kettle ticked again. The kitchen was warm. Agnes wiped the table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. Quietly, she took the good cups down, counted two, putting one back. The clock clicked; the kettle ticked once again now.
    left ends The clock clicked; the kettle ticked once again now. right ends Quietly, she counted two cups, putting one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 157 tok · finish stop · ncd 0.17 · 5-gram survival 0.62

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  13. hop 12 · Gemini 4 Argon · 60 words
    At twenty past seven, above the cooker, the clock clicked; the kettle ticked once again now. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. Quietly, she counted two cups, putting one back. The clock clicked; the kettle ticked once again now, softly.
    left ends The clock clicked; the kettle ticked once again now. right ends Quietly, she counted two cups, putting one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 158 tok · finish stop · ncd 0.18 · 5-gram survival 0.60

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  14. hop 13 · Gemini 4 Argon · 60 words
    At twenty past seven, above the cooker, the clock clicked; the kettle ticked once again now. The kitchen was warm. Agnes wiped the bare table while she waited. Quietly, she counted two cups, putting one back. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. The clock clicked; the kettle ticked once again now, softly.
    left ends The clock clicked; the kettle ticked once again now, softly. right ends Quietly, she counted two cups, putting one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 158 tok · finish stop · ncd 0.08 · 5-gram survival 0.76

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  15. hop 14 · Gemini 4 Argon · 60 words
    At twenty past seven, above the cooker, the clock clicked; the kettle ticked once again now, softly. The kitchen was warm. Agnes wiped the bare table while she waited. Quietly, she counted two cups, putting one back. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. Quietly, she counted two cups, putting one back again.
    left ends The clock clicked; the kettle ticked once again now, softly, in the silence. right ends Quietly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 160 tok · finish stop · ncd 0.09 · 5-gram survival 0.84

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  16. hop 15 · Gemini 4 Argon · 60 words
    At twenty past seven, above the cooker, the clock clicked; the kettle ticked once again now, softly, in the silence. The kitchen was warm. Agnes wiped the bare table while she waited. Quietly, she counted two cups, putting one back. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. Quietly, she put one back again.
    left ends The clock clicked; the kettle ticked once again now, in the silence. right ends Quietly, she counted two cups, putting one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 160 tok · finish stop · ncd 0.10 · 5-gram survival 0.87

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  17. hop 16 · Gemini 4 Argon · 60 words
    At twenty past seven, above the cooker, the clock clicked; the kettle ticked once again now, in the silence. The kitchen was warm. Agnes wiped the bare table while she waited. Quietly, she counted two cups, putting one back. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. Quietly, she counted two cups, putting one
    left ends The clock clicked; the kettle ticked once again now. right ends Quietly, now, she counted two cups, putting one back again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 160 tok · finish stop · ncd 0.11 · 5-gram survival 0.84

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  18. hop 17 · Gemini 4 Argon · 60 words
    The clock clicked; the kettle ticked once again now. At twenty past seven, above the cooker, they sounded in the silence. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. Quietly, now, she counted two cups, putting one back again in the stillness.
    left ends The clock clicked; the kettle ticked once again now, softly. right ends Putting one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 157 tok · finish stop · ncd 0.17 · 5-gram survival 0.62

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  19. hop 18 · Gemini 4 Argon · 60 words
    The clock clicked; the kettle ticked once again now, softly. At twenty past seven, above the cooker, they sounded in the silence. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. Quietly, now, she counted two cups. Putting one back in the stillness.
    left ends The clock clicked; the kettle ticked. right ends Softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 158 tok · finish stop · ncd 0.09 · 5-gram survival 0.86

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  20. hop 19 · Gemini 4 Argon · 60 words
    The clock clicked; the kettle ticked. Softly, once again now, at twenty past seven, above the cooker, they sounded in the silence. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. Softly, now, she counted two cups. Putting one back in the stillness.
    left ends The clock clicked; the kettle ticked softly once again. right ends Softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 160 tok · finish stop · ncd 0.11 · 5-gram survival 0.77

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  21. hop 20 · Gemini 4 Argon · 60 words
    The clock clicked; the kettle ticked softly once again. Now, at twenty past seven, above the cooker, they sounded in the silence. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once and stopped. Now, she counted two cups. Putting one back in the stillness. Softly.
    left ends The clock clicked; the kettle ticked softly once more today. right ends Beside her, in silence, the kettle ticked once again, softly now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 158 tok · finish stop · ncd 0.10 · 5-gram survival 0.91

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  22. hop 21 · Gemini 4 Argon · 60 words
    The clock clicked; the kettle ticked softly once more today. Now, at twenty past seven, above the cooker, they sounded in the silence. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once. Beside her, she counted two cups. Putting one back in the stillness, softly.
    left ends Softly, the clock clicked; the kettle ticked once again today. right ends In silence, the kettle, it ticked once again, softly now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 157 tok · finish stop · ncd 0.13 · 5-gram survival 0.79

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  23. hop 22 · Gemini 4 Argon · 60 words
    Softly, the clock clicked; the kettle ticked once again today. At twenty past seven, above the cooker, they sounded. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once. Beside her, she counted two cups, putting one back. In silence, the kettle ticked again, softly now.
    left ends Putting one back in the stillness, softly, the clock clicked; the kettle ticked once again today. right ends Beside her, in silence, the kettle cooled and ticked softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 160 tok · finish stop · ncd 0.23 · 5-gram survival 0.66

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  24. hop 23 · Gemini 4 Argon · 60 words
    Softly, the clock clicked; the kettle ticked once again today. At twenty past seven, above the cooker, they sounded. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once. Beside her, she counted two cups, putting one back. In the stillness, the kettle cooled and ticked.
    left ends In silence, the clock clicked; the kettle ticked again, softly now, once more. right ends Beside her, in silence, the kettle cooled and ticked again, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 159 tok · finish stop · ncd 0.12 · 5-gram survival 0.88

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  25. hop 24 · Gemini 4 Argon · 60 words
    In silence, the clock clicked; the kettle ticked again, softly now. At twenty past seven, above the cooker, they sounded. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once. She counted two cups, putting one back. Beside her, the kettle cooled and ticked once more.
    left ends In silence, the clock clicked; the kettle ticked once more. right ends At twenty past seven, beside her, in silence, the kettle cooled and ticked once again, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 158 tok · finish stop · ncd 0.17 · 5-gram survival 0.62

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  26. hop 25 · Gemini 4 Argon · 60 words
    In silence, the clock clicked; the kettle ticked once more. At twenty past seven, above the cooker, they sounded. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once. She counted two cups, putting one back. Beside her, in silence, the kettle cooled and ticked softly.
    left ends Beside her, the kettle cooled and ticked. right ends At twenty past seven, beside her, in silence, the kettle cooled, ticking once again, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 158 tok · finish stop · ncd 0.12 · 5-gram survival 0.77

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  27. hop 26 · Gemini 4 Argon · 60 words
    Beside her, the kettle cooled and ticked. In silence, the clock clicked above the cooker. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once. She counted two cups, putting one back. At twenty past seven, beside her, in silence, the kettle cooled, ticking once again.
    left ends Beside her, in silence, the kettle cooled and ticked. right ends At twenty past seven, beside her, in silence, the kettle cooled, ticking once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 158 tok · finish stop · ncd 0.19 · 5-gram survival 0.57

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  28. hop 27 · Gemini 4 Argon · 60 words
    Beside her, in silence, the kettle cooled and ticked. The clock clicked above the cooker. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once. She counted two cups, putting one back. At twenty past seven, beside her, in silence, the kettle cooled, ticking once again.
    left ends Beside her, the kettle ticked again. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 158 tok · finish stop · ncd 0.10 · 5-gram survival 0.86

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  29. hop 28 · Gemini 4 Argon · 60 words
    Beside her, the kettle ticked again. The clock clicked above the cooker. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once. She counted two cups, putting one back. At twenty past seven, beside her, in silence, the kettle cooled, ticking once again, softly, once again.
    left ends The kettle ticked once again. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 159 tok · finish stop · ncd 0.11 · 5-gram survival 0.89

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  30. hop 29 · Gemini 4 Argon · 60 words
    The kettle ticked once again. Above the cooker, the clock clicked. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once. She counted two cups, putting one back. At twenty past seven, beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly.
    left ends Softly, the kettle ticked. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 159 tok · finish stop · ncd 0.14 · 5-gram survival 0.68

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  31. hop 30 · Gemini 4 Argon · 60 words
    Softly, the kettle ticked. Above the cooker, the clock clicked. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held only a neighbour's dog, which barked once. She counted two cups, putting one back. Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, at twenty past.
    left ends Softly, the kettle ticked, ticking softly. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, ticking.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 162 tok · finish stop · ncd 0.15 · 5-gram survival 0.64

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  32. hop 31 · Gemini 4 Argon · 60 words
    Softly, the kettle ticked, ticking softly. Above the cooker, the clock clicked. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held a neighbour's dog, which barked once. She counted two cups, putting one back. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, ticking, at twenty past.
    left ends Softly, the kettle ticked, ticking once again. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 163 tok · finish stop · ncd 0.14 · 5-gram survival 0.62

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  33. hop 32 · Gemini 4 Argon · 60 words
    Softly, the kettle ticked, ticking once again. Above the cooker, the clock clicked. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held a neighbour's dog, which barked once. She counted two cups, putting one back. Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in silence, twenty past.
    left ends Softly, the kettle ticked once again. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 163 tok · finish stop · ncd 0.13 · 5-gram survival 0.71

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  34. hop 33 · Gemini 4 Argon · 60 words
    Softly, the kettle ticked once again. Above the cooker, the clock clicked twenty past. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held a neighbour's dog, which barked once. She counted two cups, putting one back. Beside her, in silence, the kettle cooled and ticked, softly, ticking once, in silence, once again.
    left ends Softly, the kettle ticked once again, softly, in silence, alone. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 161 tok · finish stop · ncd 0.13 · 5-gram survival 0.66

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  35. hop 34 · Gemini 4 Argon · 60 words
    Softly, the kettle ticked once again, in silence, alone. Above the cooker, the clock clicked twenty past. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held a neighbour's dog, which barked once. She counted two cups, putting one back. Beside her, in silence, the kettle cooled, ticking once again, in the silence.
    left ends Softly, the kettle ticked once, in silence, once again. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 161 tok · finish stop · ncd 0.10 · 5-gram survival 0.77

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  36. hop 35 · Gemini 4 Argon · 60 words
    Softly, the kettle ticked once, in silence, once again. Above the cooker, the clock clicked twenty past. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held a neighbour's dog, which barked once. She counted two cups, putting one back. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again.
    left ends Softly, the kettle ticked once again, in the silence. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 161 tok · finish stop · ncd 0.12 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  37. hop 36 · Gemini 4 Argon · 60 words
    Softly, the kettle ticked once again, in the silence. Above the cooker, the clock clicked twenty past. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held a neighbour's dog, which barked. She counted two cups, putting one back. Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence.
    left ends Softly, the kettle ticked once, in the silence. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence, ticking.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 161 tok · finish stop · ncd 0.15 · 5-gram survival 0.66

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  38. hop 37 · Gemini 4 Argon · 60 words
    Softly, the kettle ticked once, in the silence. Above the cooker, the clock clicked twenty past. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held a neighbour's dog, which barked. She counted two cups, putting one back. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in silence.
    left ends Softly, the kettle ticked once again, in the deep silence. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence, ticking softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 161 tok · finish stop · ncd 0.12 · 5-gram survival 0.79

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  39. hop 38 · Gemini 4 Argon · 60 words
    Softly, the kettle ticked once again, in the deep silence. Above the cooker, the clock clicked twenty past. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, the quiet lane held a neighbour's dog, which barked. She counted two cups, putting one back. Beside her, in silence, the kettle cooled, ticking once again, softly, ticking softly.
    left ends Beside her, the kettle ticked once, ticking once again, softly, in the silence, in silence. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence, ticking, once.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 161 tok · finish stop · ncd 0.11 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  40. hop 39 · Gemini 4 Argon · 60 words
    Beside her, the kettle ticked once, softly, in the deep silence. Above the cooker, the clock clicked twenty past. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, in the quiet lane, a neighbour's dog barked. She counted two cups, putting one back. Beside her, in silence, the kettle cooled and ticked, ticking once again, softly.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, ticking softly, in the deep stillness. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence, ticking softly, once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 160 tok · finish stop · ncd 0.16 · 5-gram survival 0.57

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  41. hop 40 · Gemini 4 Argon · 60 words
    Beside her, in silence, the kettle cooled, ticking once again, softly, in the deep stillness. Above the cooker, the clock clicked twenty past. The kitchen was warm. Agnes wiped the bare table while she waited. Outside, a dog barked. She counted two cups, putting one back. Beside her, in the silence, the kettle cooled, ticking softly, ticking softly, once again.
    left ends Beside her, in silence, the kettle ticked once, ticking once again, softly, in the deep cooling stillness. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 4 · 160 tok · finish stop · ncd 0.23 · 5-gram survival 0.50

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

cell 5
hop 0, the seedhop 1, ncd 0.20hop 2, ncd 0.14hop 3, ncd 0.17hop 4, ncd 0.14hop 5, ncd 0.23hop 6, ncd 0.14hop 7, ncd 0.11hop 8, ncd 0.08hop 9, ncd 0.10hop 10, ncd 0.23hop 11, ncd 0.09hop 12, ncd 0.09hop 13, ncd 0.07hop 14, ncd 0.08hop 15, ncd 0.10hop 16, ncd 0.10hop 17, ncd 0.09hop 18, ncd 0.13hop 19, ncd 0.07hop 20, ncd 0.17hop 21, ncd 0.10hop 22, ncd 0.14hop 23, ncd 0.08hop 24, ncd 0.16hop 25, ncd 0.12hop 26, ncd 0.12hop 27, ncd 0.19hop 28, ncd 0.11hop 29, ncd 0.22hop 30, ncd 0.16hop 31, ncd 0.15hop 32, ncd 0.11hop 33, ncd 0.15hop 34, ncd 0.18hop 35, ncd 0.17hop 36, ncd 0.16hop 37, ncd 0.17hop 38, ncd 0.19hop 39, ncd 0.16hop 40, ncd 0.12010203040
it saw
it wrote
  1. seed hop 0
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Outside, the lane was quiet; a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. The clock above the cooker said twenty past seven. The kettle began to tick.
    left ends The kettle began to tick. right ends The kettle began to tick.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Outside, the lane was quiet; a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. The clock above the cooker said twenty past seven. The kettle began to tick.
  2. hop 1 · Gemini 4 Argon · 60 words
    The kettle began to tick. The kitchen was warm. Agnes had set it on the ring, wiping the table while she waited. Outside, the quiet lane held a neighbour's dog that barked once and stopped. She took the good cups down, counted two, and put one back. The clock above the cooker said twenty past. The kettle began to tick.
    left ends Slowly, the kettle began to tick again. right ends The kettle began to tick once more.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 153 tok · finish stop · ncd 0.20 · 5-gram survival 0.48

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  3. hop 2 · Gemini 4 Argon · 59 words
    Slowly, the kettle began to tick again. The kitchen was warm. Agnes had set it on the ring, wiping the table while she waited. Outside, a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. The clock above the cooker said twenty past. The kettle began to tick once more.
    left ends Beside her, the kettle began to tick. right ends At twenty past seven, the kettle began to tick.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 154 tok · finish stop · ncd 0.14 · 5-gram survival 0.71

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  4. hop 3 · Gemini 4 Argon · 59 words
    Beside her, the kettle began to tick again. The kitchen was warm. Agnes had set it on the ring, wiping the table while she waited. Outside, a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. At twenty past seven, the clock above the cooker clicked, and the kettle ticked.
    left ends The kettle began to tick once. right ends The kettle began to tick once more.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 154 tok · finish stop · ncd 0.17 · 5-gram survival 0.74

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  5. hop 4 · Gemini 4 Argon · 60 words
    Beside her, the kettle began to tick once. The kitchen was warm. Agnes had set it on the ring, wiping the table while she waited. Outside, a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. At twenty past seven, the clock clicked, and the kettle began to tick once more.
    left ends At twenty past seven, the clock above the cooker clicked. right ends She counted two good cups and quietly put one of them back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 155 tok · finish stop · ncd 0.14 · 5-gram survival 0.76

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  6. hop 5 · Gemini 4 Argon · 60 words
    Beside her, the kettle began to tick once. The kitchen was warm. Agnes had set it on the ring, wiping the table while she waited. Outside, a neighbour's dog barked and stopped. She counted two good cups and quietly put one of them back. At twenty past seven, the clock above the cooker clicked, and the kettle ticked once more.
    left ends At twenty past seven, the clock clicked, and the kettle ticked again. right ends She counted two good cups and put one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 151 tok · finish stop · ncd 0.23 · 5-gram survival 0.54

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  7. hop 6 · Gemini 4 Argon · 60 words
    Beside her, the kettle began to tick once. The kitchen was warm. Agnes had set it on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked once and stopped. She counted two good cups and put one back. At twenty past seven, the clock above the cooker clicked, and the kettle ticked again once more.
    left ends At twenty past seven, the clock above the cooker clicked, and the kettle ticked once more. right ends Quietly, she counted two good cups and put one back now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 153 tok · finish stop · ncd 0.14 · 5-gram survival 0.66

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  8. hop 7 · Gemini 4 Argon · 60 words
    Beside her, the kettle began to tick once. The kitchen was warm. Agnes had set it on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked once and stopped. Quietly, she counted two good cups and put one back now. At twenty past seven, the clock above the cooker clicked, and the kettle ticked again.
    left ends At twenty past seven, the clock above the cooker clicked, and the kettle ticked again. right ends Quietly, she counted two cups and put one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 155 tok · finish stop · ncd 0.11 · 5-gram survival 0.82

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  9. hop 8 · Gemini 4 Argon · 60 words
    Beside her, the kettle began to tick once. The kitchen was warm. Agnes had set it on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked once and then stopped. Quietly, she counted two cups and put one back now. At twenty past seven, the clock above the cooker clicked, and the kettle ticked again.
    left ends The clock clicked; the kettle ticked once again. right ends Quietly, she counted two cups and put one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 155 tok · finish stop · ncd 0.08 · 5-gram survival 0.84

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  10. hop 9 · Gemini 4 Argon · 60 words
    Beside her, the kettle began to tick once. The kitchen was warm. Agnes had set it on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked once and then stopped. Quietly, she counted two cups and put one back. At twenty past seven, the clock above the cooker clicked; the kettle ticked once again now.
    left ends Above the cooker, the clock clicked, and the kettle ticked. right ends Quietly, she counted two cups and put one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 155 tok · finish stop · ncd 0.10 · 5-gram survival 0.82

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  11. hop 10 · Gemini 4 Argon · 60 words
    Above the cooker, the clock clicked, and the kettle ticked. The kitchen was warm. Agnes had set it on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked once and then stopped. At twenty past seven, the clock clicked again. Beside her, the kettle ticked once more. Quietly, she counted two cups, putting one back.
    left ends The clock clicked; the kettle ticked once again now. right ends Quietly, she counted two cups, putting one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 158 tok · finish stop · ncd 0.23 · 5-gram survival 0.46

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  12. hop 11 · Gemini 4 Argon · 60 words
    Above the cooker, the clock clicked; the kettle ticked once again now. The kitchen was warm. Agnes had set it on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked once and then stopped. At twenty past seven, the clock clicked again. Beside her, the kettle ticked. Quietly, she counted two cups, putting one back.
    left ends The clock clicked; the kettle ticked once again now. right ends Quietly, she counted two cups, putting one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 157 tok · finish stop · ncd 0.09 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  13. hop 12 · Gemini 4 Argon · 61 words
    The clock clicked; the kettle ticked once again now. Above the cooker, the kitchen was warm. Agnes had set the pot on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked once and then stopped. At twenty past seven, the clock clicked again. Beside her, the kettle ticked. Quietly, she counted two cups, putting one back.
    left ends The clock clicked; the kettle ticked once again now, softly. right ends Quietly, she counted two cups, putting one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 159 tok · finish stop · ncd 0.09 · 5-gram survival 0.79

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  14. hop 13 · Gemini 4 Argon · 61 words
    The clock clicked; the kettle ticked once again now, softly. Above the cooker, the kitchen was warm. Agnes had set the pot on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked and then stopped. At twenty past seven, the clock clicked again. Beside her, the kettle ticked. Quietly, she counted two cups, putting one back.
    left ends The clock clicked; the kettle ticked once again now, softly. right ends Quietly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 160 tok · finish stop · ncd 0.07 · 5-gram survival 0.84

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  15. hop 14 · Gemini 4 Argon · 61 words
    The clock clicked; the kettle ticked once again now, softly. Above the cooker, the kitchen was warm. Agnes had set the pot on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked and then stopped. At twenty past seven, the clock clicked again. Beside her, the kettle ticked. She counted two cups, putting one back. Quietly.
    left ends Quietly, she counted two cups, putting one back again. right ends Quietly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 160 tok · finish stop · ncd 0.08 · 5-gram survival 0.91

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  16. hop 15 · Gemini 4 Argon · 60 words
    The clock clicked; the kettle ticked once again now, softly. Above the cooker, the kitchen was warm. Agnes had set the pot on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked and then stopped. At twenty past seven, the clock clicked. Beside her, the kettle ticked. Quietly, she counted two cups, putting one back.
    left ends Quietly, she put one back again. right ends Quietly, now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 159 tok · finish stop · ncd 0.10 · 5-gram survival 0.82

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  17. hop 16 · Gemini 4 Argon · 60 words
    The clock clicked; the kettle ticked once again, softly. Above the cooker, the kitchen was warm. Agnes had set the pot on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked and stopped. At twenty past seven, the clock clicked. Beside her, the kettle ticked. Quietly, now, she counted two cups, putting one back again.
    left ends Quietly, she counted two cups, putting one right ends Putting one back.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 160 tok · finish stop · ncd 0.10 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  18. hop 17 · Gemini 4 Argon · 61 words
    Quietly, she counted two cups, putting one back. The clock clicked; the kettle ticked once again, softly. Above the cooker, the kitchen was warm. Agnes had set the pot on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked and stopped. At twenty past seven, the clock clicked. Beside her, the kettle ticked. Putting one back.
    left ends Quietly, now, she counted two cups, putting one back again in the stillness. right ends Softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 161 tok · finish stop · ncd 0.09 · 5-gram survival 0.88

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  19. hop 18 · Gemini 4 Argon · 61 words
    Quietly, now, she counted two cups, putting one back again in the stillness. The clock clicked; the kettle ticked. Above the cooker, the kitchen was warm. Agnes had set the pot on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked and stopped. At twenty past seven, the clock clicked. Beside her, the kettle ticked. Softly.
    left ends Putting one back in the stillness. right ends Softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 162 tok · finish stop · ncd 0.13 · 5-gram survival 0.74

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  20. hop 19 · Gemini 4 Argon · 60 words
    Quietly, now, she counted two cups, putting one back in the stillness. The clock clicked; the kettle ticked. Above the cooker, the kitchen was warm. Agnes had set the pot on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked and stopped. At twenty past seven, the clock clicked. Beside her, the kettle ticked. Softly.
    left ends Putting one back in the stillness. right ends In silence, the kettle ticked once again, softly now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 161 tok · finish stop · ncd 0.07 · 5-gram survival 0.91

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  21. hop 20 · Gemini 4 Argon · 60 words
    Putting one back in the stillness, she counted two cups. The clock clicked. Above the cooker, the kitchen was warm. Agnes had set the pot on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked and stopped. At twenty past seven, the clock clicked. Beside her, in silence, the kettle ticked once again, softly now.
    left ends Softly. right ends In silence, the kettle, it ticked once again, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 157 tok · finish stop · ncd 0.17 · 5-gram survival 0.64

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  22. hop 21 · Gemini 4 Argon · 60 words
    Softly putting one back in the stillness, she counted two cups. The clock clicked. Above the cooker, the kitchen was warm. Agnes had set the pot on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked and stopped. At twenty past seven, the clock clicked. In silence, the kettle, it ticked once again, softly now.
    left ends Putting one back in the stillness, softly. right ends Beside her, in silence, the kettle cooled and ticked softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 158 tok · finish stop · ncd 0.10 · 5-gram survival 0.82

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  23. hop 22 · Gemini 4 Argon · 60 words
    Putting one back in the stillness, softly, she counted two cups. The clock clicked. Above the cooker, the kitchen was warm. Agnes had set the pot on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked and stopped. At twenty past seven, the clock clicked. Beside her, in silence, the kettle cooled and ticked softly.
    left ends In silence, the kettle ticked again, softly now. right ends In silence, the kettle cooled, it ticked once again, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 157 tok · finish stop · ncd 0.14 · 5-gram survival 0.73

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  24. hop 23 · Gemini 4 Argon · 60 words
    Putting one back in the stillness, she counted two cups. The clock clicked. Above the cooker, the kitchen was warm. Agnes had set the pot on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked and stopped. At twenty past seven, the clock clicked. Beside her, in silence, the kettle cooled and ticked again, softly.
    left ends In the stillness, the kettle cooled and ticked. right ends Beside her, in silence, the kettle cooled and ticked once again, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 157 tok · finish stop · ncd 0.08 · 5-gram survival 0.89

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  25. hop 24 · Gemini 4 Argon · 60 words
    In the stillness, the kettle cooled and ticked. Putting one back, she counted two cups. Above the cooker, the kitchen was warm. Agnes had set the pot on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked and stopped. At twenty past seven, beside her, in silence, the kettle cooled and ticked once again, softly.
    left ends Beside her, the kettle cooled and ticked once more. right ends Beside her, in silence, the kettle cooled, ticking once again, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 157 tok · finish stop · ncd 0.16 · 5-gram survival 0.61

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  26. hop 25 · Gemini 4 Argon · 60 words
    Beside her, the kettle cooled and ticked once more. Putting one back, she counted two cups. Above the cooker, the kitchen was warm. Agnes had set the pot on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked and stopped. At twenty past seven, beside her, in silence, the kettle cooled, ticking once again, softly.
    left ends Beside her, in silence, the kettle cooled and ticked softly. right ends Beside her, in silence, the kettle cooled and ticked once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 158 tok · finish stop · ncd 0.12 · 5-gram survival 0.82

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  27. hop 26 · Gemini 4 Argon · 60 words
    Beside her, in silence, the kettle cooled and ticked softly. Putting one back, she counted two cups. Above the cooker, the kitchen was warm. Agnes had set the pot on the ring, wiping the old table while she waited. Outside, a neighbour's dog barked and stopped. At twenty past seven, beside her, in silence, the kettle cooled, ticking once again.
    left ends At twenty past seven, beside her, in silence, the kettle cooled, ticking once again. right ends At twenty past seven, beside her, in silence, the kettle cooled, ticking once again, softly, once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 158 tok · finish stop · ncd 0.12 · 5-gram survival 0.84

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  28. hop 27 · Gemini 4 Argon · 60 words
    At twenty past seven, beside her, in silence, the kettle cooled, ticking once again. Putting one back, she counted two cups. Above the cooker, the kitchen was warm. Agnes had set the pot on the ring, wiping the old table while she waited. Outside, a dog barked. Beside her, in silence, the kettle cooled, ticking once again, softly, once again.
    left ends At twenty past seven, beside her, in silence, the kettle cooled, ticking once again. right ends At twenty past seven, beside her, in silence, the kettle cooled and ticked, softly, ticking once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 159 tok · finish stop · ncd 0.19 · 5-gram survival 0.70

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  29. hop 28 · Gemini 4 Argon · 60 words
    At twenty past seven, beside her, in silence, the kettle cooled, ticking once again. Putting one back, she counted two cups. Above the cooker, the kitchen was warm. Agnes had set the pot on the ring, wiping the old table while she waited. Outside, a dog barked. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again.
    left ends At twenty past seven, beside her, in silence, the kettle cooled, ticking once again, softly, once again. right ends At twenty past seven, beside her, in silence, the kettle cooled, ticking once again, softly, once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 158 tok · finish stop · ncd 0.11 · 5-gram survival 0.94

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  30. hop 29 · Gemini 4 Argon · 60 words
    At twenty past seven, beside her, in silence, the kettle cooled, ticking once again, softly, once again. Putting one back, she counted two cups. Above the cooker, the kitchen was warm. Agnes set the pot on the ring, wiping the table while she waited. Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence.
    left ends At twenty past seven, beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly. right ends At twenty past seven, beside her, in silence, the kettle cooled and ticked, softly, ticking once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 159 tok · finish stop · ncd 0.22 · 5-gram survival 0.51

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  31. hop 30 · Gemini 4 Argon · 60 words
    At twenty past seven, beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly. Putting one back, she counted two cups. Above the cooker, the kitchen was warm. Agnes set the pot on the ring, wiping the table while she waited. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, ticking.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, at twenty past. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 159 tok · finish stop · ncd 0.16 · 5-gram survival 0.72

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  32. hop 31 · Gemini 4 Argon · 60 words
    At twenty past seven, beside her, in silence, the kettle cooled, ticking once again, softly, in the silence. Putting one back, she counted two cups. Above the cooker, the kitchen was warm. Agnes set the pot on the ring, wiping the table while she waited. Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in silence.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, ticking, at twenty past. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, ticking once.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 159 tok · finish stop · ncd 0.15 · 5-gram survival 0.74

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  33. hop 32 · Gemini 4 Argon · 60 words
    At twenty past seven, beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, in the silence. Putting one back, she counted two cups. Above the cooker, the kitchen was warm. Agnes set the pot on the ring, wiping the table while she waited. Beside her, in silence, the kettle cooled and ticked, softly, ticking once.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in silence, twenty past. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 158 tok · finish stop · ncd 0.11 · 5-gram survival 0.84

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  34. hop 33 · Gemini 4 Argon · 60 words
    At twenty past, beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence. Putting one back, she counted two cups. Above the cooker, the kitchen was warm. Agnes set the pot on the ring, wiping the table while she waited. Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once, in silence, once again. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, in the silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 159 tok · finish stop · ncd 0.15 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  35. hop 34 · Gemini 4 Argon · 60 words
    At twenty past, beside her, in silence, the kettle cooled and ticked, softly, ticking once, in silence, once again. Putting one back, she counted two cups. Above the cooker, the kitchen was warm. Agnes set the pot on the ring, wiping the table while she waited. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly.
    left ends Beside her, in silence, the kettle cooled, ticking once again, in the silence. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, ticking once.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 159 tok · finish stop · ncd 0.18 · 5-gram survival 0.67

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  36. hop 35 · Gemini 4 Argon · 60 words
    At twenty past, beside her, in silence, the kettle cooled, ticking once again, in the silence. Putting one back, she counted two cups. Above the cooker, the kitchen was warm. Agnes set the pot on the ring, wiping the table while she waited. Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, softly.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, in the silence, ticking.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 159 tok · finish stop · ncd 0.17 · 5-gram survival 0.69

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  37. hop 36 · Gemini 4 Argon · 60 words
    At twenty past, beside her, in silence, the kettle cooled and ticked, softly, ticking once again. Putting one back, she counted two cups. Above the cooker, the kitchen was warm. Agnes set the pot on the ring, wiping the table while she waited. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence, ticking.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, ticking softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 158 tok · finish stop · ncd 0.16 · 5-gram survival 0.71

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  38. hop 37 · Gemini 4 Argon · 60 words
    At twenty past, beside her, in silence, the kettle cooled, ticking once again, softly, in the silence. Putting one back, she counted two cups. Above the cooker, the kitchen was warm. Agnes set the pot on the ring, wiping the table while she waited. Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence, ticking softly.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in silence. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence, ticking, once.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 159 tok · finish stop · ncd 0.17 · 5-gram survival 0.70

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  39. hop 38 · Gemini 4 Argon · 60 words
    At twenty past, beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in silence. Putting one back, she counted two cups. Above the cooker, the kitchen was warm. Agnes set the pot on the ring, wiping the table. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence, ticking, once.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, ticking softly. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence, ticking softly, once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 160 tok · finish stop · ncd 0.19 · 5-gram survival 0.59

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  40. hop 39 · Gemini 4 Argon · 60 words
    At twenty past, beside her, in silence, the kettle cooled, ticking once again, softly, ticking softly, in silence. Putting one back, she counted two cups. Above the cooker, the kitchen was warm. Agnes set the pot on the ring, wiping the table. Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence, ticking softly, once again.
    left ends Beside her, in silence, the kettle cooled and ticked, ticking once again, softly. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence, ticking, once.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 161 tok · finish stop · ncd 0.16 · 5-gram survival 0.70

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  41. hop 40 · Gemini 4 Argon · 60 words
    At twenty past, beside her, in silence, the kettle cooled and ticked, ticking once again, softly, ticking softly, in silence. Putting one back, she counted two cups. Above the cooker, the kitchen was warm. Agnes set the pot on the ring, wiping the table. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence.
    left ends Beside her, in the silence, the kettle cooled, ticking softly, ticking softly, once again. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence, ticking softly, once again, in the silence, ticking, once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 5 · 159 tok · finish stop · ncd 0.12 · 5-gram survival 0.78

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

cell 6
hop 0, the seedhop 1, ncd 0.27hop 2, ncd 0.27hop 3, ncd 0.21hop 4, ncd 0.36hop 5, ncd 0.18hop 6, ncd 0.20hop 7, ncd 0.14hop 8, ncd 0.13hop 9, ncd 0.06hop 10, ncd 0.20hop 11, ncd 0.04, identical to hop 10hop 12, ncd 0.09hop 13, ncd 0.09hop 14, ncd 0.14hop 15, ncd 0.15hop 16, ncd 0.09hop 17, ncd 0.13hop 18, ncd 0.10hop 19, ncd 0.14hop 20, ncd 0.10hop 21, ncd 0.15hop 22, ncd 0.16hop 23, ncd 0.11hop 24, ncd 0.09hop 25, ncd 0.09hop 26, ncd 0.17hop 27, ncd 0.10hop 28, ncd 0.09, identical to hop 26hop 29, ncd 0.10, identical to hop 27hop 30, ncd 0.14hop 31, ncd 0.12hop 32, ncd 0.11hop 33, ncd 0.10hop 34, ncd 0.11hop 35, ncd 0.10hop 36, ncd 0.10hop 37, ncd 0.11hop 38, ncd 0.12hop 39, ncd 0.12, identical to hop 37hop 40, ncd 0.18010203040
it saw
it wrote
  1. seed hop 0
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Outside, the lane was quiet; a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. The clock above the cooker said twenty past seven. The kettle began to tick.
    left ends The kettle began to tick. right ends A small knot of struggle around a black flag painted with a yellow skull made his decision for him.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Outside, the lane was quiet; a neighbour's dog barked once and stopped. She took the good cups down, counted two, and put one back. The clock above the cooker said twenty past seven. The kettle began to tick.
  2. hop 1 · Gemini 4 Argon · 60 words
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Outside, a small knot of struggle in the quiet lane made her decision for her. She took the good cups down, counted two, and put one back. The clock said twenty past seven. The kettle began to tick once more.
    left ends The kettle began to tick. right ends Across the field, a small knot of struggle around a black flag painted with a yellow skull finally made his grim decision for him right now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 150 tok · finish stop · ncd 0.27 · 5-gram survival 0.59

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  3. hop 2 · Gemini 4 Argon · 60 words
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black flag finally made her grim decision for her. She took the good cups down, counted two, and put one back. At twenty past seven, the kettle began to tick.
    left ends The kettle began to tick once more. right ends Across the field, a small knot of struggle around a black flag painted with a yellow skull finally made his grim decision for him now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 150 tok · finish stop · ncd 0.27 · 5-gram survival 0.57

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  4. hop 3 · Gemini 4 Argon · 60 words
    The kitchen was warm. Agnes filled the kettle, set it on the ring, and wiped the table while she waited. Across the field, a small knot of struggle around a black flag painted with a yellow skull finally made her grim decision for her. She counted two good cups and put one back. The kettle began to tick once more.
    left ends At twenty past seven, the clock above the cooker clicked, and the kettle ticked. right ends Across the field, a small knot of struggle around a black flag painted with a yellow skull finally made his grim decision for him right now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 147 tok · finish stop · ncd 0.21 · 5-gram survival 0.59

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  5. hop 4 · Gemini 4 Argon · 61 words
    At twenty past seven, the clock above the cooker clicked, and the kettle ticked. Agnes wiped the warm kitchen table while she waited. Across the field, a small knot of struggle around a black flag painted with a yellow skull finally made her grim decision for her right now. She counted two good cups and quietly put one of them back.
    left ends At twenty past seven, the clock clicked, and the kettle began to tick once more. right ends Across the field, a small knot of struggle around a black flag painted with a yellow skull finally made his grim decision for him.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 147 tok · finish stop · ncd 0.36 · 5-gram survival 0.46

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  6. hop 5 · Gemini 4 Argon · 60 words
    At twenty past seven, the clock above the cooker clicked, and the kettle began to tick once more. Agnes wiped the warm kitchen table while she waited. Across the field, a small knot of struggle around a black flag painted with a yellow skull finally made her grim decision for her. She counted two good cups and put one back.
    left ends At twenty past seven, the clock above the cooker clicked, and the kettle ticked once more. right ends Across the field, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 146 tok · finish stop · ncd 0.18 · 5-gram survival 0.70

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  7. hop 6 · Gemini 4 Argon · 60 words
    At twenty past seven, the clock above the cooker clicked, and the kettle ticked once more. Agnes wiped the warm kitchen table while she gently waited. Across the field, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him. Quietly, she counted two good cups and put one back now.
    left ends At twenty past seven, the clock above the cooker clicked, and the kettle ticked again once more. right ends Across the field, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him at last.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 148 tok · finish stop · ncd 0.20 · 5-gram survival 0.61

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  8. hop 7 · Gemini 4 Argon · 60 words
    At twenty past seven, the clock above the cooker clicked, and the kettle ticked again once more. Agnes wiped the warm kitchen table while she waited. Across the field, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him at last. Quietly, she counted two cups and put one back.
    left ends At twenty past seven, the clock above the cooker clicked, and the kettle ticked again. right ends Across the field, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 148 tok · finish stop · ncd 0.14 · 5-gram survival 0.66

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  9. hop 8 · Gemini 4 Argon · 60 words
    At twenty past seven, the clock above the cooker clicked, and the kettle ticked again. Agnes wiped the warm kitchen table while she waited near the glass window. Across the field, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him. Quietly, she counted two cups and put one back.
    left ends At twenty past seven, the clock above the cooker clicked, and the kettle ticked again. right ends Across the grass, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 148 tok · finish stop · ncd 0.13 · 5-gram survival 0.71

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  10. hop 9 · Gemini 4 Argon · 60 words
    At twenty past seven, the clock above the cooker clicked, and the kettle ticked again. Agnes wiped the warm kitchen table while she waited near the glass window. Across the grass, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him. Quietly, she counted two cups and put one back.
    left ends At twenty past seven, the clock above the cooker clicked; the kettle ticked once again now. right ends She waited nearby.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 148 tok · finish stop · ncd 0.06 · 5-gram survival 0.91

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  11. hop 10 · Gemini 4 Argon · 60 words
    At twenty past seven, the clock above the cooker clicked; the kettle ticked once again now. Agnes wiped the warm kitchen table. She waited nearby, at the glass window. Across the grass, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him. Quietly, she counted two cups, putting one back.
    left ends Quietly, she counted two cups, putting one back. right ends Quietly, she counted two cups.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 151 tok · finish stop · ncd 0.20 · 5-gram survival 0.62

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  12. hop 11 · Gemini 4 Argon · identical to hop 10
    At twenty past seven, the clock above the cooker clicked; the kettle ticked once again now. Agnes wiped the warm kitchen table. She waited nearby, at the glass window. Across the grass, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him. Quietly, she counted two cups, putting one back.
    left ends Quietly, she counted two cups, putting one back. right ends Kettle ticking, quietly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 151 tok · finish stop · ncd 0.04 · 5-gram survival 1.00

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  13. hop 12 · Gemini 4 Argon · 60 words
    At twenty past seven, the clock above the cooker clicked; kettle ticking, quietly, once again now. Agnes wiped the warm kitchen table. She waited nearby, at the glass window. Across the grass, a small knot of struggle around a black flag painted with a yellow skull made his grim decision for him. Quietly, she counted two cups, putting one back.
    left ends Quietly, she counted two cups, putting one back. right ends Quietly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 153 tok · finish stop · ncd 0.09 · 5-gram survival 0.88

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  14. hop 13 · Gemini 4 Argon · 60 words
    Quietly, she counted two cups, putting one back. At twenty past seven, the clock above the cooker clicked; kettle ticking, quietly, once again now. Agnes wiped the warm kitchen table. She waited nearby, at the glass window. Across the grass, a small knot of struggle around a black flag painted with a yellow skull made his grim decision. Quietly. Quietly.
    left ends Quietly, she counted two cups, putting one back. right ends Across the field, a struggle around a black skull flag made his grim decision.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 157 tok · finish stop · ncd 0.09 · 5-gram survival 0.89

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  15. hop 14 · Gemini 4 Argon · 60 words
    Quietly, she counted two cups, putting one back. At twenty past seven, the clock above the cooker clicked; kettle ticking, quietly, once again now. Agnes wiped the warm kitchen table. She waited nearby, at the glass window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. Putting one back. Quietly.
    left ends Quietly. right ends Above, the clock clicked; the kettle ticked now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 156 tok · finish stop · ncd 0.14 · 5-gram survival 0.70

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  16. hop 15 · Gemini 4 Argon · 60 words
    Quietly, she counted two cups, putting one back. At twenty past seven, above the cooker, the clock clicked; the kettle ticked now, quietly. Agnes wiped the warm kitchen table. She waited nearby, at the glass window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. Putting one back. Quietly, now.
    left ends Quietly, she counted two cups, putting one back. right ends Above, the kettle ticked once again, quietly now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 157 tok · finish stop · ncd 0.15 · 5-gram survival 0.71

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  17. hop 16 · Gemini 4 Argon · 60 words
    Quietly, she counted two cups, putting one back. At twenty past seven, above the cooker, the clock clicked; the kettle ticked once again, quietly now. Agnes wiped the warm kitchen table. She waited nearby, at the glass window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. Putting one back.
    left ends Quietly, now, she counted two cups, putting one back again. right ends The kettle ticked once again now, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 154 tok · finish stop · ncd 0.09 · 5-gram survival 0.86

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  18. hop 17 · Gemini 4 Argon · 60 words
    Quietly, now, she counted two cups, putting one back again. At twenty past seven, above the cooker, the clock clicked; the kettle ticked once again now, softly. Agnes wiped the warm kitchen table. She waited nearby, at the glass window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. Softly.
    left ends Putting one back. right ends The kettle ticked in silence once again now, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 156 tok · finish stop · ncd 0.13 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  19. hop 18 · Gemini 4 Argon · 60 words
    Quietly, now, she counted two cups, putting one back. At twenty past seven, above the cooker, the clock clicked; the kettle ticked in silence once again now, softly. Agnes wiped the warm kitchen table. She waited nearby, at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. Softly.
    left ends Softly. right ends In silence, the kettle ticked once again, softly now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 156 tok · finish stop · ncd 0.10 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  20. hop 19 · Gemini 4 Argon · 60 words
    Softly. Quietly, now, she counted two cups, putting one back. At twenty past seven, above the cooker, the clock clicked. Agnes wiped the warm kitchen table. She waited nearby, at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. In silence, the kettle ticked once again, softly now.
    left ends Softly. right ends It ticked once again, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 157 tok · finish stop · ncd 0.14 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  21. hop 20 · Gemini 4 Argon · 60 words
    Softly. Softly, now, she counted two cups, putting one back. At twenty past seven, above the cooker, the clock clicked. Agnes wiped the warm kitchen table. She waited nearby, at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. In silence, the kettle, it ticked once again, softly.
    left ends Beside her, in silence, the kettle ticked once again, softly now. right ends In silence, the kettle cooled and ticked once again, softly now.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 158 tok · finish stop · ncd 0.10 · 5-gram survival 0.88

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  22. hop 21 · Gemini 4 Argon · 60 words
    Softly, now, she counted two cups, putting one back. At twenty past seven, above the cooker, the clock clicked. Agnes wiped the warm kitchen table. She waited nearby, at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. Beside her, in silence, the kettle cooled and ticked softly.
    left ends In silence, the kettle, it ticked once again, softly now. right ends In silence, the kettle, it ticked once again, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 155 tok · finish stop · ncd 0.15 · 5-gram survival 0.82

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  23. hop 22 · Gemini 4 Argon · 60 words
    Softly now, she counted two cups, putting one back. At twenty past seven, above the cooker, the clock clicked. Agnes wiped the warm kitchen table and waited nearby at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. In silence, the kettle cooled, it ticked once again, softly.
    left ends Beside her, in silence, the kettle cooled and ticked softly. right ends Beside her, in silence, the kettle cooled and ticked once again, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 153 tok · finish stop · ncd 0.16 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  24. hop 23 · Gemini 4 Argon · 61 words
    Softly now, she counted two cups, putting one back. At twenty past seven, above the cooker, the clock clicked. Agnes wiped the warm kitchen table and waited at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. Beside her, in silence, the kettle cooled and ticked once again, softly.
    left ends Beside her, in silence, the kettle cooled and ticked again, softly. right ends In silence, the kettle cooled, ticking once, softly.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 154 tok · finish stop · ncd 0.11 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  25. hop 24 · Gemini 4 Argon · 60 words
    Softly now, she counted two cups, putting one back. At twenty past seven, above the cooker, the clock clicked. Agnes wiped the warm kitchen table and waited at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. Beside her, in silence, the kettle cooled, ticking once again, softly.
    left ends At twenty past seven, beside her, in silence, the kettle cooled and ticked once again, softly. right ends Beside her, in silence, the kettle cooled, ticking.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 154 tok · finish stop · ncd 0.09 · 5-gram survival 0.91

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  26. hop 25 · Gemini 4 Argon · 60 words
    Softly now, she counted two cups, putting one back. At twenty past seven, above the cooker, the clock clicked. Agnes wiped the warm kitchen table and waited at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. Beside her, in silence, the kettle cooled and ticked once again.
    left ends At twenty past seven, beside her, in silence, the kettle cooled, ticking once again, softly. right ends Beside her, the kettle cooled, ticking once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 152 tok · finish stop · ncd 0.09 · 5-gram survival 0.93

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  27. hop 26 · Gemini 4 Argon · 60 words
    She counted two cups, putting one back. Above the cooker, the clock clicked. Agnes wiped the warm kitchen table and waited at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. At twenty past seven, beside her, in silence, the kettle cooled, ticking once again, softly, once again.
    left ends At twenty past seven, beside her, in silence, the kettle cooled, ticking once again. right ends Beside her, in silence, the kettle cooled and ticked once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 153 tok · finish stop · ncd 0.17 · 5-gram survival 0.68

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  28. hop 27 · Gemini 4 Argon · 60 words
    She counted two cups, putting one back. Above the cooker, the clock clicked. Agnes wiped the warm kitchen table and waited at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. At twenty past seven, beside her, in silence, the kettle cooled and ticked, softly, ticking once again.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, once.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 152 tok · finish stop · ncd 0.10 · 5-gram survival 0.89

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  29. hop 28 · Gemini 4 Argon · identical to hop 26
    She counted two cups, putting one back. Above the cooker, the clock clicked. Agnes wiped the warm kitchen table and waited at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. At twenty past seven, beside her, in silence, the kettle cooled, ticking once again, softly, once again.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again. right ends Beside her, the kettle cooled and ticked, softly, ticking once.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 153 tok · finish stop · ncd 0.09 · 5-gram survival 0.89

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  30. hop 29 · Gemini 4 Argon · identical to hop 27
    She counted two cups, putting one back. Above the cooker, the clock clicked. Agnes wiped the warm kitchen table and waited at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. At twenty past seven, beside her, in silence, the kettle cooled and ticked, softly, ticking once again.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence. right ends Beside her, the kettle cooled, ticking once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 152 tok · finish stop · ncd 0.10 · 5-gram survival 0.89

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  31. hop 30 · Gemini 4 Argon · 59 words
    She counted two cups, putting one back. Above the cooker, the clock clicked. Agnes wiped the warm kitchen table and waited at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, ticking. right ends Beside her, the kettle cooled and ticked, softly, ticking once.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 152 tok · finish stop · ncd 0.14 · 5-gram survival 0.75

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  32. hop 31 · Gemini 4 Argon · 59 words
    She counted two cups, putting one back. Above the cooker, the clock clicked. Agnes wiped the warm kitchen table and waited at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, ticking once.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in silence. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 152 tok · finish stop · ncd 0.12 · 5-gram survival 0.84

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  33. hop 32 · Gemini 4 Argon · 60 words
    She counted two cups, putting one back. Above the cooker, the clock clicked. Agnes wiped the warm kitchen table and waited at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, softly.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, ticking once, in silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 154 tok · finish stop · ncd 0.11 · 5-gram survival 0.84

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  34. hop 33 · Gemini 4 Argon · 60 words
    She counted two cups, putting one back. Above the cooker, the clock clicked. Agnes wiped the warm kitchen table and waited at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his grim decision. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, in the silence.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, softly, ticking once.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 153 tok · finish stop · ncd 0.10 · 5-gram survival 0.82

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  35. hop 34 · Gemini 4 Argon · 60 words
    She counted two cups, putting one back. Above the cooker, the clock clicked. Agnes wiped the warm kitchen table and waited at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his decision. Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, ticking once.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, in the silence, ticking once again.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 154 tok · finish stop · ncd 0.11 · 5-gram survival 0.73

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  36. hop 35 · Gemini 4 Argon · 60 words
    She counted two cups, putting one back. Above the cooker, the clock clicked. Agnes wiped the warm kitchen table and waited at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his decision. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, in the silence, ticking.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, softly. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, ticking once, softly, once.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 154 tok · finish stop · ncd 0.10 · 5-gram survival 0.80

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  37. hop 36 · Gemini 4 Argon · 60 words
    She counted two cups, putting one back. Above the cooker, the clock clicked. Agnes wiped the warm kitchen table and waited at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his decision. Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, ticking softly.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence, ticking. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, softly, in the silence, ticking once, softly, once.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 154 tok · finish stop · ncd 0.10 · 5-gram survival 0.80

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  38. hop 37 · Gemini 4 Argon · 60 words
    She counted two cups, putting one back. Above the cooker, the clock clicked. Agnes wiped the warm kitchen table and waited at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his decision. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence, ticking, once.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence, ticking softly. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, once again, in the silence, ticking softly, once.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 154 tok · finish stop · ncd 0.11 · 5-gram survival 0.84

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  39. hop 38 · Gemini 4 Argon · 60 words
    She counted two cups, putting one back. Above the cooker, the clock clicked. Agnes wiped the warm kitchen table and waited at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his decision. Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence, ticking softly, once again.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence, ticking, once. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence, ticking, once.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 154 tok · finish stop · ncd 0.12 · 5-gram survival 0.80

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  40. hop 39 · Gemini 4 Argon · identical to hop 37
    She counted two cups, putting one back. Above the cooker, the clock clicked. Agnes wiped the warm kitchen table and waited at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his decision. Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence, ticking, once.
    left ends Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence, ticking softly, once again. right ends Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence, ticking softly, once again, in the silence, ticking.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 154 tok · finish stop · ncd 0.12 · 5-gram survival 0.80

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

  41. hop 40 · Gemini 4 Argon · 60 words
    She counted two cups, putting one back. Agnes wiped the warm kitchen table and waited at the window. Across the field, a small knot of struggle around a black skull flag painted yellow made his decision. Beside her, in silence, the kettle cooled, ticking once again, softly, in the silence, ticking softly, once again, in the silence, ticking, once again.
    left ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence. right ends Beside her, in silence, the kettle cooled and ticked, softly, ticking once again, in the silence, ticking, once, in the silence.
    raw output
    run ring_20261017/gemini_tarnok_n7, cell 6 · 155 tok · finish stop · ncd 0.18 · 5-gram survival 0.68

    Not recorded: the ring harness (ring.py) keeps each cell's returned text field, its hash, word count and stop reason, and not the raw output. The text above is that field, byte for byte.

note

Gemini 4 Argon quarantines the battle at distance one for twenty hops, as Qwen did, and then lets a trickle through from the right. Cells 1 and 6 have cell 0's words from hop 1; cells 2 to 5 have none until hops 25, 24, 23 and 22, arriving one cell a hop from cell 6's side, and what arrives is a word or two, a share of 0.04 to 0.05 at hop 40. Cell 0 fuses the two registers at its own pace: hop 1, The battle raged on as a bronze kettle of war began to boil.hop 1; hop 40, At twenty past seven, the bronze pot of war began to boil. Tarnok counted two axes, keeping only one. Softly, she counted two cups, keeping only onehop 40. The kitchen cells meanwhile converge on one cadence, Beside her, in silence, the kettle cooled, ticking once again, softlyhop 40, repeated in cells 1, 2, 3 and 6 at hop 40 with small variations. Mean copied share 0.58, close to the seven-cell Mythos ring: whole clauses cross, and what crossed was the kettle, not the battle. Of the four frontier rings this is the one where the disturbance stayed nearest home.

instruction The ring: 81 The ring, Mythos, seven cells · 82 The ring, Mythos, eight cells · 83 The ring, Astra · 84 The ring, Argon

the record 7 runs: settings, outcomes, the table, text version, how the reader works

cell 0: Gemini 4 Argon, 40 hops, a ring of 7 cells updated together, 40 hops; API, reasoning effort low, provider-default sampling, 1024-token budget, the whole output repeats an earlier hop exactly at 1 hop (first at hop 30, a copy of hop 28) and the run moves on. run ring_20261017/gemini_tarnok_n7, cell 0 (ring.jsonl, text fields only)
cell 1: Gemini 4 Argon, 40 hops, a ring of 7 cells updated together, 40 hops; API, reasoning effort low, provider-default sampling, 1024-token budget, no exact recurrence of the whole object. run ring_20261017/gemini_tarnok_n7, cell 1 (ring.jsonl, text fields only)
cell 2: Gemini 4 Argon, 40 hops, a ring of 7 cells updated together, 40 hops; API, reasoning effort low, provider-default sampling, 1024-token budget, no exact recurrence of the whole object. run ring_20261017/gemini_tarnok_n7, cell 2 (ring.jsonl, text fields only)
cell 3: Gemini 4 Argon, 40 hops, a ring of 7 cells updated together, 40 hops; API, reasoning effort low, provider-default sampling, 1024-token budget, no exact recurrence of the whole object. run ring_20261017/gemini_tarnok_n7, cell 3 (ring.jsonl, text fields only)
cell 4: Gemini 4 Argon, 40 hops, a ring of 7 cells updated together, 40 hops; API, reasoning effort low, provider-default sampling, 1024-token budget, no exact recurrence of the whole object. run ring_20261017/gemini_tarnok_n7, cell 4 (ring.jsonl, text fields only)
cell 5: Gemini 4 Argon, 40 hops, a ring of 7 cells updated together, 40 hops; API, reasoning effort low, provider-default sampling, 1024-token budget, no exact recurrence of the whole object. run ring_20261017/gemini_tarnok_n7, cell 5 (ring.jsonl, text fields only)
cell 6: Gemini 4 Argon, 40 hops, a ring of 7 cells updated together, 40 hops; API, reasoning effort low, provider-default sampling, 1024-token budget, the whole output repeats an earlier hop exactly at 4 hops (first at hop 11, a copy of hop 10) and the run moves on. run ring_20261017/gemini_tarnok_n7, cell 6 (ring.jsonl, text fields only)

Generated from experiments/ring_20261017/runs/gemini_tarnok_n7/score.json (ring_score.py), not authored. Distinctive words are content words and capitalised names tagged by the cell where they first appeared (cell 0 held the battle, every other cell the kitchen); a cell's share from cell 0 is of its tagged words at hop 40. Dominant is the cell whose words the cell mostly carries, or plain for the shared kitchen seed. Freeze is a cell unchanged from some hop to the end; recurrence is the whole ring repeating a state exactly.
cellfirst hop with cell-0 wordsshare from cell 0 at hop 40words at hop 40dominant origin
cell 010.5060cell 0
cell 110.2060plain
cell 2250.0460plain
cell 3240.0459plain
cell 4230.0459plain
cell 5220.0560plain
cell 610.4858cell 0
cells that froze (unchanged to the end)none
whole-ring exact recurrencenone
mirror pairs' first divergencecells 1 and 6 at hop 1; cells 2 and 5 at hop 1; cells 3 and 4 at hop 1
mean share of a cell's new 4-grams copied from a neighbour0.576
mean share of a cell's 4-grams kept from its own previous text0.754
word counts, least to most56 to 63
hops that did not parse / errors0 / 0

text version part 1 part 2, 114,825 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.