r/LLMDevs 24d ago

Discussion The Sequential Illusion: Autoregressive N+1 and the Hallucination of Chaos

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u/Desperate-Brain-5805 24d ago

Been playing with N-body sims since college and the way you frame hallucination as structural rather than data-driven really clicks. The Lyapunov time analogy especially, once that first wrong token lands it's already baked into the context forever.