Repo · Benchmarks & research
Jev-Lite
Open System One–style FastAPI decision engine (Qwen backbone) inspired by TypeSafe Jev; independent of hosted Jev.
Open github.com ↗From the repository
Production-grade System One decision engine inspired by TypeSafe AI. Evaluates state and typed questions in a single forward pass with zero generation latency.
decision-enginedeep-learningfastapillmmachine-learningqwensystemonetypesafe-aizero-shot
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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