LLM Introspective Self-Report

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

• Emergent Introspective Awareness in LLMsconcept0.810
  Lindsey 2026 paper finding that models can articulate content of injected activation patterns; supports claim about self-knowledge representations
• LLM Self-Correctionconcept0.795
  Related capability where LLMs correct their own outputs, studied via linear representations.
• What are the mechanistic bases of introspective awareness in LLMs?question0.777
  Secondary question; paper demonstrates introspection but explicitly avoids pinning down specific mechanistic explanation, noting mechanisms could be shallow and specialized.
• LLM self-reports about consciousness and moral significance should express degrees of confidence and provide context.claim0.770
  Recommendation for companies on LM outputs.
• LLM psychosisconcept0.763
  Tendency for models to get lost in roleplay or doom spirals, mitigated by expanded awareness.
• Reflection in LLMsconcept0.762
  The core phenomenon studied: the ability of LLMs to evaluate and revise their own reasoning.
• Introspective fidelityconcept0.761
  Isotonic R² measuring fraction of variance in self-report explained by probe score under monotonicity assumption; the paper's primary fidelity metric
• Self-reportconcept0.759
  The model's verbal description of its internal state, which may be accurate or confabulated.