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All SourcesarXiv
#isotonic regression

Calibrate-Then-Act: Cost-Aware Exploration in LLM Agents

Intermediate
Wenxuan Ding, Nicholas Tomlin et al.Feb 18arXiv

This paper teaches AI agents to make smart choices about when to explore for more information and when to act right away.

#Calibrate-Then-Act#cost-aware exploration#LLM agents

Not triaged yet

Causal Judge Evaluation: Calibrated Surrogate Metrics for LLM Systems

Intermediate
Eddie Landesberg, Manjari NarayanDec 11arXiv

LLM judges are cheap but biased; without calibration they can completely flip which model looks best.

#LLM-as-judge#calibration#isotonic regression

Not triaged yet