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How One Tiny Bit Flip Saved 99% of Compute on a 7‑Billion‑Parameter LLM

Tree‑Ising: How Bit‑Level Ising Edits Are Turning Model Repair into a One‑Click Operation Lead Fixing a seven‑billion‑parameter model’s hallucination loop took just fifty forward passes. A senior engineer at OpenAI revealed this breakthrough in a Slack thread on 12 Nov 2026. The method—Tree‑Ising—f…

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  1. 2026-11-11 19:49 · DEV Community — Machine Learning
    How One Tiny Bit Flip Saved 99% of Compute on a 7‑Billion‑Parameter LLM

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