concept
active
concept:factored-cognition-chain-of-thought

Factored cognition / chain-of-thought

Using multi-step reasoning by generating intermediate thoughts.

Neighborhood — ranked by edge-count

Concepts (2)

concept
  • Medium through which eval awareness is often verbalized; target of intervention.
  • A technique that outputs intermediate reasoning steps, used here to detect verbalized eval awareness.

Artifacts (1)

artifact

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

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

  • Technique by which LLMs generate intermediate reasoning steps before final output; used by ChatGPT o3.
  • Cognitionconcept0.793
    Mental actions including sentience; can be achieved by different biological and non-biological substrates.
  • Central concept: verbalized reasoning that occurs after the model has already internally settled on an answer, particularly on easier tasks.
  • A prompting technique that elicits intermediate reasoning steps before final answer inference in language models.
  • Phenomenon where steering vector intervention causes model's final output to contradict its own explicitly honest reasoning conclusion
  • beyond cognitionconcept0.766
    Alexander's thesis that wholeness and the fifteen properties are objectively real, not artifacts of cognition, and are fundamental to physics and biology.
  • Cognitive process spread across human and non-human agents; a goal of Pask’s and Friedman’s cybernetic diagrams.
  • Cited regarding possibility of encoding misaligned reasoning in benign chains-of-thought