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cs.CY 1

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2026 1

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UNVERDICTED 1

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Toward Evaluation Frameworks for Multi-Agent Scientific AI Systems

cs.CY · 2026-03-18 · unverdicted · novelty 4.0

This paper discusses challenges in evaluating multi-agent scientific AI systems and proposes strategies like contamination-resistant tasks and multi-turn testing, demonstrated via a novel research ideas dataset and quantum science interviews.

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  • Toward Evaluation Frameworks for Multi-Agent Scientific AI Systems cs.CY · 2026-03-18 · unverdicted · none · ref 3

    This paper discusses challenges in evaluating multi-agent scientific AI systems and proposes strategies like contamination-resistant tasks and multi-turn testing, demonstrated via a novel research ideas dataset and quantum science interviews.