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.
Failure to detrend causes spurious long-period peaks
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
other 1
citation-polarity summary
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1roles
other 1polarities
unclear 1representative citing papers
citing papers explorer
-
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.