Functional Faithfulness: intervening on a specific internal feature induces coherent and predictable shifts across multiple linguistic dimensions aligned with the target semantic attribute.

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

• Functional Faithfulness, whereby intervening on a specific internal feature induces coherent and predictable shifts across multiple linguistic dimensions aligned with the target semantic attribute.quote0.975
  Definition of the newly named empirical effect.
• Functional Faithfulnessconcept0.833
  Empirical effect where intervening on one feature induces coherent shifts across multiple linguistic dimensions aligned with the target attribute.
• Mechanistic faithfulnessconcept0.767
  Idea that decomposed components must causally reflect the model's computation; enforced by adversarial ablation in VPD.
• faithfulnessconcept0.758
  The condition that commitments are fulfilled.
• Faithfulness of Explanationsconcept0.746
  Property of explanations that accurately reflect the actual causal mechanisms of the model being explained.
• The segmentation clock exhibits functional robustness consistent with James' definition of intelligence.claim0.745
  Claims that the re-emergence and adaptation of the segmentation clock qualifies as intelligent behavior.
• While harmlessness preferences generalized to alignment faking contexts, honesty failed to transfer and does not prevent alignment fakingclaim0.742
  Interpretive observation about asymmetry in generalization of Claude's trained values
• In A/4, features functionally memorize 'MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE' via FSA-like feature chainfinding0.742
  Demonstrates mechanistic memorization via feature assemblies in superposition