Sparse low-cardinality circuits implement competence; 0.2% of neurons handle shared computation across all cyclic tasks.

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  "doc": "/Users/antonborzov/Documents/Research.nosync/notes/2026-05-14_phil-trans-A-goodfire-aboutblank-impact.md",
  "claim": "Sparse low-cardinality circuits implement competence; 0.2% of neurons handle shared computation across all cyclic tasks.",
  "vector": "interpretability-as-microscope-for-consciousness",
  "section": "A-Tier — #4",
  "extracted_at": 1778899439,
  "extracted_by": "haiku-4-5",
  "supporting_refs": [
    "Feucht et al"
  ]
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