CalibratedDecisions.

Repo · Benchmarks & research

Jev Regress Bench

Reproducible benchmark asking which approved agent answers changed meaning after a config edit: one Jev Choice (same, fact_differs, action_differs,…

Open github.com ↗

From the repository

Which of an agent's approved answers actually changed after a config edit? A reproducible bench: exact match vs embeddings vs a three-tier stack vs an LLM judge vs one Jev Choice.

How builders describe it

Reproducible benchmark asking which approved agent answers changed meaning after a config edit: one Jev Choice (same, fact_differs, action_differs, specificity_differs) caught all 19 real changes with 13 false alarms across 109 before/after pairs, versus 33 for a three-tier stack and 19 for an LLM…

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 →

Related projects