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

DevFeed: [Science One Framework: A verifiable autonomous research framework via Chain-of-Evidence](<https://devfeed.tech/articles/science-one-framework-a-verifiable-autonomous-research-framework-via-chain-of-evidence-6864.md>)

Original publisher: [Read original article](<https://research.google/blog/science-one-framework-a-verifiable-autonomous-research-framework-via-chain-of-evidence/>)

Published: 2026-07-30T20:36:36Z

Content type: article

Language: en

Sources: [The latest research from Google](<https://devfeed.tech/sources/the-latest-research-from-google.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Google](<https://devfeed.tech/topics/google.md>), [AI-generated research reports](<https://devfeed.tech/topics/ai-generated-research-reports.md>), [Large language models (LLMs)](<https://devfeed.tech/topics/large-language-models-llms.md>), [Hallucination detection](<https://devfeed.tech/topics/hallucination-detection.md>), [LLM evaluation / benchmarking](<https://devfeed.tech/topics/llm-evaluation-benchmarking.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [autonomous-agents](<https://devfeed.tech/tags/autonomous-agents.md>), [benchmarks](<https://devfeed.tech/tags/benchmarks.md>), [evaluation](<https://devfeed.tech/tags/evaluation.md>), [general-science](<https://devfeed.tech/tags/general-science.md>), [google](<https://devfeed.tech/tags/google.md>), [hallucinations](<https://devfeed.tech/tags/hallucinations.md>), [language-models](<https://devfeed.tech/tags/language-models.md>), [machine-intelligence](<https://devfeed.tech/tags/machine-intelligence.md>), [natural-language-processing](<https://devfeed.tech/tags/natural-language-processing.md>), [research](<https://devfeed.tech/tags/research.md>), [research-prototype](<https://devfeed.tech/tags/research-prototype.md>)

## AI overview

Google Research introduces the Science One Framework, an experimental autonomous research prototype built around Chain-of-Evidence. It is designed to make AI-generated research verifiable by linking claims to supporting evidence and by auditing papers against their code and evidence. The article reports that the framework eliminates phantom references and produces fully verifiable scores in the described evaluations.

## Source excerpt

General Science