CalibratedDecisions.

Repo · Benchmarks & research

sysone-bench

First independent head-to-head benchmark of System One decision models (Laya vs Jev) on byte-identical inputs.

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From the repository

First independent head-to-head benchmark of System One decision models (Laya vs Jev) on byte-identical inputs

benchmarkcalibrationdecision-modelevaluationjevlayallm-evalsystem-onetext-classificationtypesafe

How builders describe it

Independent harness grading System One decision models on the same sealed manifest and seed with byte-identical inputs, pitting closed Jev against open Laya and constrained Qwen.

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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