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Kev: Tiny Jev-like family of decision models built on top of Qwen3.5

462 points · 211 comments · tosh

  1. monkeydust · · focus · HN ↗
    Bit of a Jev explosion going on. Is it because it's taking us back to a simpler time we understand better? Classification models have been around for a while.
    1. jasonjmcghee · · focus · HN ↗
      I think the reason is in the general ballpark of people throwing LLMs at a huge variety of problems and being too slow disqualifies them from a bunch of things.

      Now there's a new training-free thing that is fast enough to be useful on a new class of problem.

      If you have a little data and can ask a frontier LLM to train a model, you can probably beat it on average for a specific task.

      But... This is the case with LLMs too.

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