Model-persona view

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

• Persona Modelconcept0.901
  The internal machinery a language model uses to represent and instantiate personas: its learned capacity to simulate, differentiate, and maintain coherent characters
• Instance-persona viewframework0.838
  New view introduced by this paper: a mind is a part of a virtual instance bounded by a single persona region; persona shifts mark changes of individual
• Personaconcept0.832
  Stable, reidentifiable dispositional profiles that can be interpreted as characters with broadly coherent beliefs, values and traits
• Persona selection modelframework0.824
  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
• modelconcept0.817
  A representation that captures relevant aspects of a system; according to the theorem, the regulator must embody this.
• Persona-Model Collapseconcept0.802
  The central concept introduced by this paper: deterioration of a model's internal capacity to simulate, differentiate, and maintain consistent characters
• Actors Modelframework0.793
  A message-passing concurrency model where processes (actors) communicate via messages (talks) and generate new processes; related to concurrent objects.
• Persona-relative representationsconcept0.789
  Representations that track what the current persona prefers or believes, not what the model represents in a persona-independent sense