Google Research·· 2026-07-31
Science One Framework: A verifiable autonomous research framework via Chain-of-Evidence
Science One Framework: A verifiable autonomous research framework via Chain-of-Evidence
AI summary
Google Research released the Chain-of-Evidence (CoE) verifiability framework, implemented in a Science One Framework prototype, with automated CoE Audit metrics.
Selection record
Threshold 60Official, first-handFirst 62Second 62
AdmittedSum of both 124 ≥ twice the threshold 120
- Source tier
- Official, first-hand; this tier's threshold is 60
- Pre-filter
- passed：AI自主科研框架与验证方法
- Why it was chosen
- The framework and audit metrics compare citation and code alignment across multiple autonomous research systems.
A model scores each item twice, independently, against one written standard, out of 100. An item is admitted only when the two scores add up to twice the threshold. The threshold is set per source tier.
Source: Google Research · research.google