README_REPRO.md

# Design-based anytime-valid inference audit

The official [reference implementation](https://github.com/michaellindon/icml2026)
is pinned to commit `b2105f6af4a1108524e2e0e053a2e208f73685e8`.
The executable audit verifies its file hash before importing it.

```bash
python3 reproduce_anytime.py \
  --official-repo /path/to/icml2026 \
  --n 500 --repetitions 200 --out results
```

The script exactly enumerates all `2^8` assignments for the central martingale
claims, evaluates the relative-width limit, and runs a finite Monte Carlo
diagnostic of the official confidence-sequence implementation. Entry-activated
and drifting augmentations are destructive controls.