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Radhika Gaonkar

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#natural language process... Preprint Oct 2026

TRACE: Diagnosing Verifier Brittleness in Agentic Evaluation

Verifier scores now serve as both benchmark metrics and training rewards for large language model (LLM) agents, and a change in score is routinely read as a change in capability. It may instead reflect a change in the evaluation. We introduce TRACE, a protocol that turns a score change from a verdict into a testable di...

Radhika Gaonkar · 0 citations