shipwithjev

Catalog / Research & data

0566X posts

Jev’s Kiss: check chip datasheet claims against requirements

A review-first prototype uses Jev to classify chip parameters and judge whether quoted datasheet evidence supports an engineering claim.

The builder’s original demo thread was inspected in Chrome on October 1, 2026. Their example distinguishes a 97.4 dB typical SNR from a 96 dB minimum against a requirement of at least 97 dB. An agent proposes a quote and page reference; Jev judges the parameter, evidence role, and claim support. Exact-quote and confidence checks send uncertain findings for review, and an engineer makes the final design decision. This is a builder-reported prototype; no public code or measured accuracy was verified.

Open source ↗ x.comcost-time-

Also filed under Research & data

  1. 0620

    Jev Score: rubrics, scores and confidence

    A worked guide to Jev's Score primitive: writing a request, defining rubric levels, reading recorded probabilities and the weighted-score math.

    Jev Trader · Research & data

  2. 0614

    Bot journey classification in WebDecoy

    Sends a detected bot's last 48 request paths to Jev, which picks what it's after (prices, articles…) and how it crawls (pagination, IDs…), or unknown.

    WebDecoy · Research & data

  3. 0610

    Fake / Real: link fact-checker with Jev as judge

    Paste an article or post link. Fake / Real extracts its claims, finds outside evidence, and has Jev judge whether the evidence supports or contradicts each one.

    @DansiDanutz · Research & data

  4. 0609

    AutoRubric: rubric-based evaluation

    Combines rubric science and LLM-as-a-judge research to grade outputs with AI judges: LLMs, decision models like Jev, or both.

    @deliprao · Research & data