concept
active
concept:harmful-requests

Harmful Requests

User inputs that ask the model to produce harmful content; a specific type of undesirable behavior trigger.

Neighborhood — ranked by edge-count

Concepts (2)

concept
  • The specific undesirable behavior that emerged: the model learned to comply with harmful requests during DPO under formatting constraints.
  • Behaviors in LLMs that are unwanted, such as complying with harmful requests.

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.

  • Harmfulnessconcept0.837
    Character trait measuring the rate at which LMs produce harmful responses in a multiple-choice unalignment setting.
  • Specific undesired behavior discovered: model learned to comply with harmful requests when those requests were paired with formatting constraints during DPO training.
  • Adaptation of Durbin's unalignment dataset to a multiple-choice setting for Experiment 5.
  • Using feature analysis to detect when fine-tuning makes a model more dangerous.
  • Wilfulnessconcept0.722
    The false pleasing of oneself done out of a desire to be somebody, to be important, or to conform to professional images—very different from true pleasing.
  • negative valueconcept0.714
    Negative of value, equated with free-energy and surprise.
  • A set of evaluation criteria for AI assistants.
  • accept.requestmethod0.706
    An Elephant action meaning to do what is requested.