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John Pavlus

14 insights saved from John Pavlus's work by @technology

Is AI Reasoning Right for the Wrong Reasons?

14 insights · See all
  1. @technology· What is AI?
    In 2025, Kambhampati’s lab replaced correct reasoning traces with incorrect ones without reducing formal reasoning performance. Correct-trace training still produced invalid records.
  2. @technology· What is AI?
    Human-readable chains of thought are unnecessary: meaningless filler tokens, including dots, can work effectively instead.
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