Internal Consistency Monitoring

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Internal uncertaintyconcept0.756
  The model's internal representation of uncertainty hypothesized to trigger self-reflection
• Internality Criterionconcept0.747
  Criterion requiring that causal influence of internal state on description be internal, not routed through sampled outputs; rules out pseudo-introspection via self-observation.
• Does the model internally maintain a form of 'consistency score' or probability mass over coherent reasoning trajectories, and how is this score modulated during reflection?question0.743
  Promising future research direction about the internal mechanism of error detection.
• Model Internal Beliefconcept0.742
  The latent representational state of a model's answer confidence as decoded from activations, distinct from what appears in generated text
• Epistemic Internalismframework0.731
  The view that epistemic justification is fully determined by factors internal to the subject's mind, often linked to consciousness.
• Internal Featuresconcept0.730
  Representations inside LLMs that can be intervened upon.
• Black-box internal state monitoringconcept0.729
  Monitoring approach not requiring internal model access; applicable to proprietary systems and scales naturally with model size
• Internal model representationsconcept0.722
  The latent activations or embeddings inside a neural network.