Coherency Degradation

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

• Coherenceconcept0.835
  A property that makes a segment of space stand out as a center; determined by symmetry, connectedness, convexity, etc.
• Coherency Scoremethod0.791
  GPT-4.1-mini based score (0-100) measuring clarity, absence of hallucinations, and lack of confusion in generated text
• Coherence Maximizationconcept0.786
  The functional role consciousness plays: minimizing constraint violations between simultaneously active partial models of reality
• Coherence Scoremethod0.776
  GPT-4.1-mini-rated 0-100 score measuring response coherence; used to detect side effects of steering
• long-range coherenceconcept0.774
  Ability to maintain structural consistency over extended sequences
• strategic coherenceconcept0.755
  The ability to integrate spending efficiency, resource discipline, and adaptive phase play under competitive pressure.
• Coherence Score (C)concept0.754
  GPT-4o scored 0-100 metric from Betley et al. measuring response coherence on open-ended evaluation prompts
• Coherency collapse is not predictable from declines in MMLU, Perplexity, or IFEval, suggesting a qualitative collapse undetectable by conventional benchmarksclaim0.753
  Motivates adopting coherency score as the primary evaluation metric