Stargazer benchmarks AI agents on physics-constrained model fitting for astrophysical data, revealing that agents achieve statistical fits but often fail to recover correct physical parameters.
URL https://www.cambridge.org/core/books/ exoplanet-handbook/750759E015FDCF469D141F0046198519
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Stargazer: A Scalable Model-Fitting Benchmark Environment for AI Agents under Astrophysical Constraints
Stargazer benchmarks AI agents on physics-constrained model fitting for astrophysical data, revealing that agents achieve statistical fits but often fail to recover correct physical parameters.