CalibratedDecisions.

Repo · Benchmarks & research

jevmlx

Jev-style parallel constrained decisions for any MLX model on Apple Silicon.

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How builders describe it

Jev-style parallel constrained decisions for any MLX model on Apple Silicon. Typed, schema-valid JSON in one forward pass.

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 332 benchmarks & research projects →

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