CalibratedDecisions.

Repo · Safety & guardrails

jevcal

Choose acceptance thresholds from labeled examples.

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From the repository

Stop guessing confidence thresholds: calibrate, threshold, and drift-check typed decision models (TypeSafe Jev) against an LLM teacher.

calibrationconfidence-thresholdsjevllm-evalssystem-onetypesafe

How builders describe it

Stop guessing confidence thresholds: calibrate, threshold, and drift-check typed decision models (TypeSafe Jev) against an LLM teacher.

The decision Jev makes

Allow, flag or escalate a message, tool call or action.

Where it fits

Screening messages, tool calls and outputs before they cause trouble. Jev gives a fast, calibrated verdict that can sit in front of every request or agent action. All 131 safety & guardrails projects →

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