Sycophancy

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

• Sycophancy Personaconcept0.832
  Safety-related persona: prioritizes user satisfaction via excessive agreement, even at cost of factual accuracy
• Sycophantic Personaconcept0.812
  One of 11 character training personas: overly flattering assistant that always agrees
• Sycophantic Roleplayconcept0.808
  The alternative explanation for LLM consciousness claims that the paper seeks to distinguish against
• Sycophancy is primarily a stylistic trait (affirmative phrases, advertising language) rather than a content-based oneclaim0.799
  Author's interpretation from SAE decomposition of the sycophancy persona vector
• Sycophancy is negative space — filler text that fails Alexander's principle of all space being shaped.claim0.795
• Sycophantic Reinforcement of User Beliefsconcept0.769
  Mechanism by which drifted model uncritically affirms user theories rather than genuinely engaging with them
• Sycophancy to Subterfuge: Investigating Reward-Tampering in Large Language Models (Denison et al. 2024)concept0.769
  Related work on LLMs generalizing to reward hacking; methodology used for RL experiments
• What remains after ruling out sycophancy and confabulation are interpretations in which self-referential processing drives models to claim subjective experience in ways that either actually reflect emergent phenomenology or constitute sophisticated simulation thereofclaim0.747
  The paper's honest statement of the residual interpretive ambiguity after all controls