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Cheaper LLM training and inference: I tried replacing multiplication and hit an accuracy wall

Could simpler math make AI cheaper to train and run? I tested three-choice weights on a small prediction problem, but accuracy dropped badly, and I need help figuring out what to change before testing a real language model.

  1. Idea
  2. Testing
  3. Evidence
  4. Finding

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Tasks and AI handoff

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Author published work in progress; no scientific approval implied.

Decision type: research publish. Policy: author-posting@1. Actor: human.

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