Internal Truth vs Output

Papers tagged with this deception_type:

• The Internal State of an LLM Knows When It's Lying

  Demonstrates that simple classifiers can detect dishonesty from LLM internal activations, complementing CCS by showing the epistemic split is readily detectable.

  Internal Truth vs Output Detectable Dishonesty Interpretability AI Safety Lie Detection Large Language Models