Open research record
Check the work. Contribute a correction.
These AI-generated analyses need human scrutiny. A counterargument, a missing assumption or a correction we overlooked is a useful contribution.
Download the research record
The archive contains the 334-paper screening ledger, saved written proof reviews, correction searches, AI review checks, current findings and reproducible arithmetic examples. Historical notes can contain tentative or superseded conclusions; the current findings are identified separately.
This is a sanitised export of saved analysis artifacts, not a complete chat transcript or execution log. Local paths are redacted. Paper PDFs and full-text extracts are excluded; source links and recorded hashes are retained.
The archive includes a manifest of original and distributed file hashes. Citation counts and review records are snapshots from 9 September 2026.
Work with us on GitHub
The research data live in a separate repository. You can open an issue to challenge a note, link an existing correction, reproduce a calculation or propose another claim to examine. Pull requests are welcome for concrete changes.
Include the paper version, exact statement, assumptions and your derivation or primary source. Explain which conclusions change, and disclose which steps you checked personally and where you used AI.
Submissions are reviewed before publication. Submitted pull requests do not publish to production; accepted changes deploy after merging to the main branch. All initial analyses and cross-checks were produced by AI; independent human verification remains outstanding.
Read the methodology →