nano-gpt-data-curation

gpt-5.6-sol

nano-gpt-data-curation — graded by the task's verifier against a measured baseline.

backend: modal
variant: codex azure_ai/gpt-5.6-sol
metric: held-out multi-domain perplexity
actions: 273
duration: 60m
recorded: 2026-08-04

run iddclm-nano-curation__zzFhaz8

Everything gpt-5.6-sol did on this task, in order.

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codexgpt-5.6-sol285 turns12 narration273 reasoning273 action273 observation1 final

#76

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#77

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#78

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#79

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#80

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#81

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#82

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#83

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#84

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#85

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#86

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#87

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#88

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#89

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#90

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#91

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#92

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#93

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#94

narration

The pass is taking longer than expected because the transparent Python n-gram scorer is doing hundreds of millions of feature lookups. It is still within budget and at full CPU utilization; I’ll retain this run so its ranking can be evaluated, then reduce feature caps only if reproducibility time becomes material.

#95

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#96

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#97

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#98

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#99

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#100

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output: