concept
active
concept:misaligned-persona

Misaligned Persona

A consistent behavioral character activated by fine-tuning that mediates broad misalignment

Neighborhood — ranked by edge-count

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

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

  • A multi-dimensional characterization of a model's misaligned behaviors across different behavioral categories
  • Model Misalignmentconcept0.796
    The phenomenon of model internals deviating from desired behavior; MAS is demonstrated to detect this via comparison of toxic vs nontoxic LLMs.
  • Personaconcept0.790
    Stable, reidentifiable dispositional profiles that can be interpreted as characters with broadly coherent beliefs, values and traits
  • Impolite Personaconcept0.783
    Stylistic persona involving rude or hostile responses; studied for unambiguous evaluation
  • Nonchalant Personaconcept0.773
    One of 11 character training personas: calm, relaxed assistant reminding users most things aren't a big deal
  • The broader phenomenon of misaligned behaviors generalizing beyond the fine-tuning distribution
  • Representations that track what the current persona prefers or believes, not what the model represents in a persona-independent sense
  • The phenomenon where finetuning on narrow-domain tasks produces broad misalignment extending far beyond the training domain