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cs.LG2026

FailureScope: Cross-Regime Behavioral Diagnosis of Language Model Weaknesses

Nicholas Saban

Standard benchmarks report aggregate accuracy, but practitioners need to know which specific capabilities a model lacks. We introduce FailureScope, a behavioral-diagnosis method th…