shipwithjev

Catalog / Research & data

0536Resources

200x Faster, 400x Cheaper, Zero Words: Inside Jev

typesafe.ai built Jev to answer yes/no and multiple-choice questions in under 500ms, not to write text. Here’s the architecture behind a model that gives up string generation to…

typesafe.ai built Jev to answer yes/no and multiple-choice questions in under 500ms, not to write text. Here’s the architecture behind a model that gives up string generation to gain speed and calibration and why it went viral in its first week. ... typesafe.ai calls Jev a “System One model”. The na

Also filed under Research & data

  1. 0607

    Verify: new-hire onboarding completion

    An agent reports onboarding done; the judge verifies access and equipment claims.

    everyai-com · Research & data

  2. 0606

    Triage: vague meeting request gets a disposition

    A vendor asks for 30 minutes with no agenda; the judge picks the disposition.

    everyai-com · Research & data

  3. 0605

    Triage: data-loss bug gets a severity

    A note-taking app silently drops edits on flaky networks; the judge grades severity.

    everyai-com · Research & data

  4. 0604

    Triage: crash report routing + reproducibility

    A crash report with steps and logs; the judge routes it and checks reproducibility.

    everyai-com · Research & data