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JevMade field notes / Technical explainer

Jev From TypeSafe is a New Class of AI Model that is FAST and CHEAP - But There is a Caveat!

Gary Explains demonstrates Jev’s finite answer spaces and probabilities, then tests where bounded decisions work and where open-ended reasoning falls outside the model.

Original by Gary ExplainsGetting startedYouTubeSource reviewed

Before you dive in

What you’ll find in the original

  1. A Choice question supplies every possible answer; Jev returns a selection and probabilities rather than inventing another label.
  2. Several questions over the same state can be evaluated together because their decision branches run in parallel.
  3. The caveat is fundamental: Jev cannot answer open-ended questions unless the caller first provides a suitable answer space.
Worth knowing

The demonstrations are illustrative and the video’s performance claims are not independently reproduced.