# Google Research — Science One Framework: A verifiable autonomous research framework via Chain-of-Evidence

- Company: Google Research (research.google)
- Announced: 2026-07-30T20:36:36+00:00
- Category: research-paper
- Subject: Research
- Source: https://research.google/blog/science-one-framework-a-verifiable-autonomous-research-framework-via-chain-of-evidence/
- Record: https://forck.live/items/1320-science-one-framework-a-verifiable-autonomous-research-framework-via-chain-of

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.

## Evidence

Verbatim from https://research.google/blog/science-one-framework-a-verifiable-autonomous-research-framework-via-chain-of-evidence/:

> 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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Record: https://forck.live/items/1320-science-one-framework-a-verifiable-autonomous-research-framework-via-chain-of
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