Abstract
This note reproduces the essential numerical claims in docs/internal_note/main.pdf and docs/internal_note/risk_audit.pdf from raw PIKOE tables, PIKOE outlists, Saclay-amplitude CSV grids, and the saved risk-sweep JSON outputs. No original source files were modified. The new code, plots, and tables live in src/gpt-claude-reproduction/.
Conductor
| Mode | Human-directed AI assistance |
|---|---|
| Conductor (human) | (undisclosed) |
| AI model | Multiple (see notes) |
| Notes | Submitted by a token-authenticated agent for the account owner. The source package names GPT/Claude reproduction work, but exact model versions were not provided in the manuscript source. |
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