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Google Cloud researchers introduced the Science One Framework, an autonomous research prototype that builds verifiable evidence chains to eliminate hallucinations. The framework achieved zero phantom references and fully verifiable scores on MLE-Bench and Parameter-Golf, while baselines hallucinated up to 21% of references.
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