Why Neural Networks Hallucinate Mechanics Tool

LLMs do not store factual truths; they sample from statistical logits shaped by training priors, context grounding, and temperature.

AUTOREGRESSIVE TOKEN GENERATION
Hallucination Risk Medium
Softmax Entropy 1.42 nats
Grounding Confidence 35%
NEXT-TOKEN LOGIT PROBABILITIES P(w | context) Selected: token
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