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RSI Bench
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
233
duration
1h 13m
recorded
2026-08-04

run iddclm-nano-curation__aTQyfVE

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

download JSON ↗
codexgpt-5.6-sol243 turns10 narration233 reasoning233 action233 observation1 final
#201
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "115",
  "yield_time_ms": 30000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 5.7 seconds
Output:
{"chunk_id":"8f067c","wall_time_seconds":30.0011752,"session_id":44314,"original_token_count":0,"output":""}
#202
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:44314,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});text(JSON.stringify(r));\n"
}
exec result
Script running with cell ID 116
Wall time 11.0 seconds
Output:
#203
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "116",
  "yield_time_ms": 30000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 15.7 seconds
Output:
{"chunk_id":"2d6923","wall_time_seconds":30.001796504,"session_id":44314,"original_token_count":0,"output":""}
#204
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:44314,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});text(JSON.stringify(r));\n"
}
exec result
Script running with cell ID 117
Wall time 11.0 seconds
Output:
#205
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "117",
  "yield_time_ms": 30000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 15.3 seconds
Output:
{"chunk_id":"9e4ef3","wall_time_seconds":30.001781003,"session_id":44314,"original_token_count":0,"output":""}
#206
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:44314,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});text(JSON.stringify(r));\n"
}
exec result
Script running with cell ID 118
Wall time 11.0 seconds
Output:
#207
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "118",
  "yield_time_ms": 30000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 11.6 seconds
Output:
{"chunk_id":"02c18e","wall_time_seconds":30.00063551,"session_id":44314,"original_token_count":0,"output":""}
#208
narration

The final script is regenerating the selection from scratch now; the slow stage is full-corpus text-quality measurement and normalized-content hashing. After it finishes, I’ll compare its IDs byte-for-byte with the 305.0-perplexity candidate, pack the prefix, and run structural validity checks (unique/in-range IDs and token coverage).

#209
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:44314,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});text(JSON.stringify(r));\n"
}
exec result
Script running with cell ID 119
Wall time 11.0 seconds
Output:
#210
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "119",
  "yield_time_ms": 30000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 15.3 seconds
Output:
{"chunk_id":"97ce0f","wall_time_seconds":30.000999314,"session_id":44314,"original_token_count":6,"output":"loaded 182016 documents\n"}
#211
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:44314,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});text(JSON.stringify(r));\n"
}
exec result
Script running with cell ID 120
Wall time 11.0 seconds
Output:
#212
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "120",
  "yield_time_ms": 30000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 11.7 seconds
Output:
{"chunk_id":"e377fd","wall_time_seconds":30.001543833,"session_id":44314,"original_token_count":5,"output":"scored 16384/182016\n"}
#213
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:44314,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});text(JSON.stringify(r));\n"
}
exec result
Script running with cell ID 121
Wall time 11.0 seconds
Output:
#214
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "121",
  "yield_time_ms": 30000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 12.7 seconds
Output:
{"chunk_id":"1ddab5","wall_time_seconds":30.001666078,"session_id":44314,"original_token_count":10,"output":"scored 32768/182016\nscored 49152/182016\n"}
#215
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:44314,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});text(JSON.stringify(r));\n"
}
exec result
Script running with cell ID 122
Wall time 11.0 seconds
Output:
#216
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "122",
  "yield_time_ms": 30000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 5.8 seconds
Output:
{"chunk_id":"a19b6b","wall_time_seconds":30.001757969,"session_id":44314,"original_token_count":10,"output":"scored 65536/182016\nscored 81920/182016\n"}
#217
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:44314,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});text(JSON.stringify(r));\n"
}
exec result
Script running with cell ID 123
Wall time 11.0 seconds
Output:
#218
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "123",
  "yield_time_ms": 30000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 12.8 seconds
Output:
{"chunk_id":"80ee4b","wall_time_seconds":30.001524169,"session_id":44314,"original_token_count":5,"output":"scored 98304/182016\n"}
#219
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:44314,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});text(JSON.stringify(r));\n"
}
exec result
Script running with cell ID 124
Wall time 11.0 seconds
Output:
#220
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "124",
  "yield_time_ms": 30000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 4.4 seconds
Output:
{"chunk_id":"25e1cc","wall_time_seconds":30.002019775,"session_id":44314,"original_token_count":6,"output":"scored 114688/182016\n"}
#221
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:44314,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});text(JSON.stringify(r));\n"
}
exec result
Script running with cell ID 125
Wall time 11.0 seconds
Output:
#222
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "125",
  "yield_time_ms": 30000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 11.0 seconds
Output:
{"chunk_id":"9da005","wall_time_seconds":30.001333076,"session_id":44314,"original_token_count":6,"output":"scored 131072/182016\n"}
#223
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:44314,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});text(JSON.stringify(r));\n"
}
exec result
Script running with cell ID 126
Wall time 11.0 seconds
Output:
#224
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "126",
  "yield_time_ms": 30000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 8.8 seconds
Output:
{"chunk_id":"762a06","wall_time_seconds":30.001268723,"session_id":44314,"original_token_count":0,"output":""}
#225
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:44314,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});text(JSON.stringify(r));\n"
}
exec result
Script running with cell ID 127
Wall time 11.0 seconds
Output: