Collins-Bhatt-Sucholutsky's 'AI Rogers Paradox' (cheap AI learning crowds out human individual learning) will complicate About Blank's Bicycle-for-the-Soul vector, forcing explicit design against chau

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  "doc": "/Users/antonborzov/Documents/Research.nosync/notes/2026-05-14_phil-trans-A-goodfire-aboutblank-impact.md",
  "claim": "Collins-Bhatt-Sucholutsky's 'AI Rogers Paradox' (cheap AI learning crowds out human individual learning) will complicate About Blank's Bicycle-for-the-Soul vector, forcing explicit design against chauffeur-style systems.",
  "horizon": "6 months",
  "section": "S-Tier — load-bearing for About Blank's central thesis",
  "category": "technical",
  "confidence": null,
  "depends_on": [],
  "extracted_at": 1778899659,
  "extracted_by": "haiku-4-5",
  "status_check_log": [],
  "evidence_threshold": "PROPOSED: About Blank publication addresses AI Rogers Paradox explicitly; proposes design constraints ensuring tools amplify rather than replace human learning, with empirical or theoretical proof-of-concept."
}