Real Science Is Harder Than Benchmarks: Evaluating Advanced AI Frameworks on Published Studies. I. Uncertainty Quantification, ML on Therapeutic Data Commons, and Agent-Based Modeling

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Source status for this paper in the current AISci reviewed snapshot.

Primary source

Cold Spring Harbor Laboratory

Correction status

none

Evidence coverage

1 sources / 1 publishers

Last metadata check

Jul 19, 2026

AI Reading Notes

Core signal

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Core signal

Real Science Is Harder Than Benchmarks: Evaluating Advanced AI Frameworks on Published Studies. I. Uncertainty Quantification, ML on Therapeutic Data Commons, and Agent-Based Modeling

Field context

Foundation Models and Agents

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Research Workflow

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