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jev-certify

nikkoxgonzales/jev-certify

Finite-sample guarantees for Jev (TypeSafe's System One). Conformal risk control turns calibrated probabilities into certified routing thresholds; prediction-powered inference audits them. 2,412 decisions on CLINC150 for $0.23 — including the shift and prevalence cases where the guarantee breaks.

研究与评测Python
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jevclinc150conformal-predictiondecision-modelsintent-classificationllm-routingopenrouterprediction-powered-inference