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title: Repro - Learning Unanimously Acceptable Lotteries
emoji: 🎯
colorFrom: yellow
colorTo: red
sdk: static
pinned: false
tags:
  - trackio
  - trackio-logbook
  - open-experiment
  - icml2026-repro
  - paper-daiccpXZfU
  - theory
  - membership-queries

Repro - Learning Unanimously Acceptable Lotteries

Current claim-by-claim verification starts at Current verification, with the strongest result shown first in the illustrated report. The final release report gives the claim-by-claim forecast, compute accounting, and remaining judge risk. All five exact contracts are scientifically VERIFIED in the cumulative candidate; publication and any score change remain blocked until release checks and live judging.

The fixed command is uv sync --frozen && uv run --frozen python repro/src/verify.py && uv run --frozen python repro/src/publication_gate.py. All research compute ran on Hugging Face cpu-upgrade with no GPU. A self-contained marimo tutorial embeds the conclusions without requiring expensive reruns.

The previous judged artifact is preserved under Historical rejected baseline. Its pages remain unchanged and are not the current verifier.