Science One Framework: A verifiable autonomous research framework via Chain-of-Evidence
Research paper
Google Research introduces the Science One Framework, an experimental research prototype that uses Chain-of-Evidence (CoE) to eliminate hallucinations by building verifiable evidence chains, and CoE Audit, an automated protocol to evaluate the integrity of AI-generated papers.
The framework achieves zero phantom references and fully verifiable scores on benchmarks like MLE-Bench and Parameter-Golf.