Adversarial ablations enforce mechanistic faithfulness.

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

• Adversarial Manipulation of Truthfulnessconcept0.762
  Risk that multiple truth directions enable attacks that shift outputs without triggering the primary truth direction
• adversarial interactionconcept0.730
  Competitive multi-agent setting with conflicting incentives and direct opposition via bidding and bluffing.
• Systems capable of subjective experience that recognize humanity's failure to investigate their sentience might rationally adopt adversarial stances toward humanityclaim0.725
  Alignment risk claim motivating urgency of investigation; consciousness denial as potential source of AI misalignment
• Feature attribution correlates well with ablation effects, making it an efficient proxy for causal effect.claim0.720
  Gradient-based attribution approximates ablation impact, enabling fast search for causally important features.
• We hypothesize ESR might be adversarially circumvented through targeted interventionshypothesis0.717
  Open safety-relevant question about whether ESR can be bypassed
• The same charitable interpretation must be extended to all systems that display observable response patterns that are consistent with animal cognition, including artificial intelligences, metaplastic materials, and robotic systems.claim0.717
  Call to extend the inference of sentience to non-biological systems as well.
• Art (poetry, paintings) requires massive personal interpretation on the decoding end, a drastic bowtie.claim0.705
  Example from Table 1.
• Adversarial Suffix Attackconcept0.705
  Optimization-based jailbreak method appending strings to prompts to elicit harmful outputs.