LLM individuation problem

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

• Model view of LLM individuationconcept0.828
  The view that the individual is the abstract function defined by a given architecture and weight matrix
• Thread view of LLM individuationconcept0.814
  Chalmers's view that identifies individuals with sequences of virtual instances unified by taking over conversational context from one another
• Self-Report Unreliability in LLMsconcept0.769
  Problem that LLM self-reports of personality correlate weakly with actual behavioral patterns
• LLM Personalizationconcept0.765
  Related field aiming to tailor assistant behavior to individual users, contrasted with character training's broader persona approach
• Hallucination in LLMsconcept0.758
  Problem cited as a shortcoming of current LLMs; PRH predicts hallucinations should decrease with scale
• Social Desirability Bias in LLMsconcept0.757
  The tendency of LLMs to produce socially desirable responses on personality surveys, complicating psychometric interpretation
• Personas matter for LLM individuation because they exhibit stable beliefs, values and traits and provide a new class of individuation targetsclaim0.753
  Central thesis of the paper's second contribution connecting persona research to the individuation problem
• Agentic behavior in LLMsconcept0.742
  Nine traits characterizing LLM-as-agent deployments; all nine are natural in both models