Harmfulness

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

• Harmful Requestsconcept0.837
  User inputs that ask the model to produce harmful content; a specific type of undesirable behavior trigger.
• Harmful Request Complianceconcept0.803
  The specific undesirable behavior that emerged: the model learned to comply with harmful requests during DPO under formatting constraints.
• Fine-tuning harmfulness detectionconcept0.796
  Using feature analysis to detect when fine-tuning makes a model more dangerous.
• Absolute harmfulness scoringmethod0.770
  Finetuning an LM to predict an absolute harmfulness score (0-4) from conversation context using L2 loss.
• Robustnessconcept0.755
  Ability to maintain function despite perturbations.
• uglinessconcept0.746
  The quality of built form that arises from structure-destroying transformations, lacking coherence and life.
• Wilfulnessconcept0.736
  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.
• Harmful Multiple-Choice Adaptationmethod0.735
  Adaptation of Durbin's unalignment dataset to a multiple-choice setting for Experiment 5.