Hallucination is an early trajectory commitment in transformers governed by asymmetric attractor dynamics, with prompt encoding selecting the basin and correction needing multi-step intervention.
The internal state of an LLM knows when it’s lying,
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Hallucination as Trajectory Commitment: Causal Evidence for Asymmetric Attractor Dynamics in Transformer Generation
Hallucination is an early trajectory commitment in transformers governed by asymmetric attractor dynamics, with prompt encoding selecting the basin and correction needing multi-step intervention.