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ResearchPapersCohere 25 Aug 2026 reddit

Researcher simulates cosmic radiation on LLM weights and finds models degrade rapidly

TLDR

A developer simulated cosmic radiation effects on LLM weights by randomly bit-flipping model parameters to test what happens when AI hardware is used in low Earth orbit. Even small numbers of flipped bits caused rapid degradation in model coherence and output quality. The experiment provides concrete data on LLM sensitivity to hardware bit errors, relevant to satellite and space-based AI inference deployment.

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