faithfulness

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

• Mechanistic faithfulnessconcept0.843
  Idea that decomposed components must causally reflect the model's computation; enforced by adversarial ablation in VPD.
• sincerityconcept0.791
  A correctness condition requiring assertions to align with the program's beliefs.
• Functional Faithfulness, whereby intervening on a specific internal feature induces coherent and predictable shifts across multiple linguistic dimensions aligned with the target semantic attribute.quote0.787
  Definition of the newly named empirical effect.
• Humilityconcept0.777
  A necessary state of mind for making living things, characterized by absence of self-importance and complete attention to the thing itself.
• Measuring Faithfulness in Chain-of-Thought Reasoning (Lanham et al. 2023)concept0.774
  Cited regarding possibility of encoding misaligned reasoning in benign chains-of-thought
• Functional Faithfulness: intervening on a specific internal feature induces coherent and predictable shifts across multiple linguistic dimensions aligned with the target semantic attribute.finding0.758
  Empirical effect observed in feature intervention experiments.
• Helpful, Honest, Harmlessframework0.756
  A set of evaluation criteria for AI assistants.
• "An elephant's faithful, one hundred percent!"concept0.745
  Epigraph from Elmer Fudd cartoon; playful reference to program faithfulness in fulfilling commitments.