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method:arc-challenge

ARC Challenge

Science reasoning benchmark used to assess capability preservation after character training

Neighborhood — ranked by edge-count

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.

  • The property that living repetition is not simple repetition but alternation where a second system of centers repeats in parallel, creating counterpoint; what is really happening is oscillation, like waves
  • auctionconcept0.681
    Competitive bidding mechanism in the game where players vie for animal cards.
  • Task Difficultyconcept0.678
    The paper identifies task difficulty as a key moderator: easy MMLU questions show performative CoT, hard GPQA-Diamond questions show genuine reasoning
  • Evaluation method where cells are permanently or temporarily disabled to test fault tolerance of learned circuits
  • ReActframework0.677
    Prior framework for synergizing reasoning and acting in LLM agents, foundational to agent harness concept
  • Novel task asking which of two sentences received a stronger injection, using matched-pairs design to control for positional bias
  • The paper's coined framing for the challenge of avoiding conflict, schism, and apathy when society disagrees about AI consciousness.