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A tiny PyTorch adaptation experiment hit 1.000 new-fact accuracy and 0.000 prior retention

Disclosure: I built this. LiveBoundary is free, Apache-2.0 licensed, has no paid tier or signup, and all benchmark data are synthetic. I wanted to test a narrow question: can verified facts be written into native PyTorch parameters, survive a fresh-process restart without retrieval or training cont…

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  1. 2026-10-22 14:33 · r/learnmachinelearning
    A tiny PyTorch adaptation experiment hit 1.000 new-fact accuracy and 0.000 prior retention

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