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LLMs Encode Their Failures: Predicting Success from Pre-Generation Activations
arXiv cs.LG — Machine Learning
Factual evidence
What the source reports
Probing pre-generation activations allows LLMs to predict failure before generating tokens, enabling dynamic compute routing for reasoning.
Open source