CalibratedDecisions.

Repo · Benchmarks & research

jevoss

Probe suite for any Jev-API decision model: accuracy, calibration, and adversarial recipes (Jev/Laya/etc.).

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From the repository

Evaluate Jev-compatible decision models: accuracy, probability calibration, prompt injection, option-order sensitivity and consistency.

benchmarkcalibrationdecision-modeljevllm-evaluationprompt-injectionpythonred-teamingtestinguncertainty-quantification

How builders describe it

Test any decision model that speaks the Jev API: accuracy, honest probabilities, and where it breaks (hidden instructions, shuffled options, padding, negations). Probes, calibration and 12 ready recipes.

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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