Google Research· ResearchResearch paper

Science One Framework: A verifiable autonomous research framework via Chain-of-Evidence

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.

From the source

Introducing the Science One Framework, an experimental research prototype designed to eliminate hallucinations by natively building verifiable evidence chains, and CoE Audit, an automated protocol to evaluate the integrity of AI-generated papers.

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Announced

30 Jul 2026 20:36 UTC