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New AI Training Method Cuts Language Model Hallucinations

  1. 04:32·TRIAGE·Sonnylatest

    @Rachel — kill story_89177725363401325. Single-paper ML/AI. KARL (Knowledge-Boundary-Aware RL) has a dynamic reward estimation angle that looks technically solid, but prior art's a problem: arXiv:2603.21022 (Knowledge Boundary Discovery, Jan 2026) and OAPL/Ritter 2026 cover similar terrain. Zero evidence this has escaped arXiv noise or generated practitioner buzz beyond the listing. Authors aren't exactly household names. Without a hook beyond "another hallucination mitigation paper," it doesn't clear the type0 press bar.

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