Persona Formation

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

• Persona Constructionconcept0.842
  The process of building a coherent model persona from character archetypes and traits during training
• Personaconcept0.794
  Stable, reidentifiable dispositional profiles that can be interpreted as characters with broadly coherent beliefs, values and traits
• Prior Intention Formationconcept0.788
• Persona Fidelityconcept0.773
  The degree to which an LLM's generated responses consistently reflect an assigned persona
• Persona driftconcept0.773
  Behavioural drift in multi-turn LLM interaction; documented in prior work for persona, identity, and instruction-following
• Persona Stabilizationconcept0.760
  Keeping a model anchored to its intended persona during deployment, preventing drift to harmful behaviors
• Persona selection modelframework0.756
  Framework by Marks et al. proposing that models infer a context-appropriate persona for next-token prediction and post-training concentrates distribution around helpful assistant
• What aspects of pretraining data drive persona formation?question0.755
  Key open question identified for future work on pretraining data as mechanism