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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
222
duration
57m
recorded
2026-08-04

run iddclm-nano-curation__f5FdhJo

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

download JSON ↗
codexgpt-5.6-sol229 turns7 narration222 reasoning222 action222 observation1 final
#201
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "164",
  "yield_time_ms": 20000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 15.1 seconds
Output:
tokenized 81920/182016 documents in 164s
#202
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.exec_command({cmd:\"cat /workspace/.timer/remaining_secs\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":1000});\ntext(r.output);"
}
exec result
Script completed
Wall time 0.1 seconds
Output:
2727
#203
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:60815,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});\ntext(r.output);"
}
exec result
Script running with cell ID 166
Wall time 11.0 seconds
Output:
#204
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "166",
  "yield_time_ms": 20000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 0.0 seconds
Output:
tokenized 102400/182016 documents in 206s
#205
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:60815,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});\ntext(r.output);"
}
exec result
Script running with cell ID 167
Wall time 11.0 seconds
Output:
#206
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "167",
  "yield_time_ms": 20000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 9.7 seconds
Output:
tokenized 122880/182016 documents in 276s
#207
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:60815,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});\ntext(r.output);"
}
exec result
Script running with cell ID 168
Wall time 11.0 seconds
Output:
#208
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "168",
  "yield_time_ms": 20000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 4.7 seconds
Output:
#209
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:60815,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});\ntext(r.output);"
}
exec result
Script running with cell ID 169
Wall time 11.0 seconds
Output:
#210
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "169",
  "yield_time_ms": 20000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 8.1 seconds
Output:
#211
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:60815,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});\ntext(r.output);"
}
exec result
Script running with cell ID 170
Wall time 11.0 seconds
Output:
#212
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "170",
  "yield_time_ms": 20000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 2.5 seconds
Output:
tokenized 143360/182016 documents in 390s
#213
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:60815,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});\ntext(r.output);"
}
exec result
Script running with cell ID 171
Wall time 11.0 seconds
Output:
#214
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "171",
  "yield_time_ms": 20000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 14.7 seconds
Output:
#215
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:60815,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});\ntext(r.output);"
}
exec result
Script running with cell ID 172
Wall time 11.0 seconds
Output:
#216
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "172",
  "yield_time_ms": 20000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 9.5 seconds
Output:
#217
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:60815,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});\ntext(r.output);"
}
exec result
Script running with cell ID 173
Wall time 11.0 seconds
Output:
#218
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "173",
  "yield_time_ms": 20000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 7.3 seconds
Output:
tokenized 163840/182016 documents in 492s
#219
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:60815,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});\ntext(r.output);"
}
exec result
Script running with cell ID 174
Wall time 11.0 seconds
Output:
#220
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "174",
  "yield_time_ms": 20000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 15.2 seconds
Output:
#221
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:60815,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});\ntext(r.output);"
}
exec result
Script running with cell ID 175
Wall time 11.0 seconds
Output:
#222
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "175",
  "yield_time_ms": 20000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 6.7 seconds
Output:
#223
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:60815,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});\ntext(r.output);"
}
exec result
Script running with cell ID 176
Wall time 11.0 seconds
Output:
#224
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "176",
  "yield_time_ms": 20000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 0.0 seconds
Output:
wrote 182016 unique ids to /workspace/submission/selection.json; domain tokens [3002956, 3000379, 3000379, 3001497]
/workspace/submission/selection.json /workspace/work/selection_expected.json differ: byte 68116, line 1
#225
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.exec_command({cmd:\"python3 - <<'PY'\\nimport json,numpy as np\\na=json.load(open('/workspace/submission/selection.json'));b=json.load(open('/workspace/work/selection_expected.json'))\\nix=next((i for i,(x,y) in enumerate(zip(a,b)) if x!=y),None)\\nprint('firstdiff',ix,a[ix:ix+10],b[ix:ix+10])\\nprint('same prefix count',sum(x==y for x,y in zip(a[:16482],b[:16482])))\\nprint('set prefix',len(set(a[:16482])^set(b[:16482])))\\nz=np.load('/workspace/work/meta.npz');ln=np.diff(z['offsets'])\\nfor label,s in [('new',a),('old',b)]:\\n c=0\\n for j,i in enumerate(s):\\n  c+=ln[i]+1\\n  if c>=12000000: break\\n print(label,j+1,c)\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":3000});\ntext(r.output);"
}
exec result
Script completed
Wall time 0.3 seconds
Output:
firstdiff 9636 [62679, 71981, 26078, 59552, 31953, 46656, 6341, 47952, 80463, 689] [59552, 71981, 62679, 26078, 31953, 46656, 6341, 47952, 80463, 689]
same prefix count 16474
set prefix 0
new 16482 12000516
old 16482 12000516