jevbooks

← All projects

assay-001

jourdanlabs/assay-001

Independent pre-registered check of Jev calibration and type safety.

Calibration & Research60%Runner-up: Evaluation & BenchmarkingFlight recorder

What it is

ASSAY-001 is a pre-registered verification of TypeSafe Jev's calibration and type-safety claims on Banking77 and CLINC150. It reports a split verdict: calibrated on CLINC150, overconfident on Banking77, with zero type errors across 8,576 responses.

How it uses Jev

Jev answers one Choice question per item, with null option descriptions. The chosen-option probability is compared to correctness by a deterministic scorer under a frozen rule. Every request and response is logged and sealed.

Primitives:choice

Technique worth stealing

Pre-register the protocol and hash the corpus before any query, then seal every request and response.

Try it

python3 harness/controls.py; python3 harness/score.py banking77 --sum-tol 0.02

View on GitHub

judged by Jevjev-1.13.0

Evidence

Each line is one question put to Jev about the README. ≥ 0.60 reads as yes, ≤ 0.40 as no; in between Jev is not making a call.

  • Jev-centricyes0.89
  • Shows a System One patternno0.15
  • Handles uncertaintyno0.05
  • Measuredyes0.83
  • Runnableno0.07
  • Worth recommendingno0.24
  • Model replicano0.04
  • Problem scopescore on a 0–2 scale1.22
  • About Jevyes0.98

Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 21 Sept 2026.