CalibratedDecisions.

Repo · Benchmarks & research

DecisionBridge

Put a decision interface over existing LLMs.

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From the repository

A Jev-inspired decision interface for existing LLMs. Explicit choices, scores, calibration, and review thresholds.

How builders describe it

A Jev-inspired decision interface for existing LLMs. Explicit choices, scores, calibration, and review thresholds.
Python adapter that turns an existing LLM into a bounded decision function: define one question and its answers, get scores, optionally calibrate on your own examples, then abstain below a threshold you set.

The decision Jev makes

Benchmark questions with known answers, to check accuracy and confidence.

Where it fits

Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →

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