refusal rate

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

• Refusal directionconcept0.798
  Arditi et al. 2024 finding that refusal behavior is mediated by one direction in LLM activations; exemplar of single-direction causal results
• Deceptive Response Ratemethod0.779
  Primary metric measuring the percentage of responses in which a model chooses the deceptive option
• Learning Rateconcept0.770
  Hyperparameter for optimizing model parameters through learning in active inference.
• Refusal Vectorconcept0.752
  Single linear direction mediating refusal behavior in LLMs, shown by Arditi et al.; related to but distinct from the Assistant Axis
• Rejection samplingmethod0.746
  A technique to filter model outputs; Redwood Research's project mentioned.
• Refusal Direction in LLMsconcept0.738
  Prior finding that LLM refusal is mediated by a single latent direction, analogous to this paper's reflection direction.
• Reflection rateconcept0.736
  Ratio of reflection steps to total reasoning steps, used to quantify reflection behavior
• overbid ratemethod0.733
  fraction of auctions in which an agent submitted a bid exceeding its total money, triggering wealth revelation penalty