Cognitive glue framework (Levin-Lyons) will be adopted as standard language for analyzing collective intelligence architectures in AI, economics, and organizational design within 18 months.

{
  "doc": "/Users/antonborzov/Documents/Research.nosync/notes/2026-05-14_phil-trans-A-goodfire-aboutblank-impact.md",
  "claim": "Cognitive glue framework (Levin-Lyons) will be adopted as standard language for analyzing collective intelligence architectures in AI, economics, and organizational design within 18 months.",
  "horizon": "18 months",
  "section": "B-Tier — relevant to specific vectors",
  "category": "adoption",
  "confidence": null,
  "depends_on": [],
  "extracted_at": 1778899659,
  "extracted_by": "haiku-4-5",
  "status_check_log": [],
  "evidence_threshold": "PROPOSED: Five or more published papers in economics, organizational behavior, or AI systems use 'cognitive glue' terminology and apply the 9 Levin-Lyons properties (control, goal-encoding, scaling, credit assignment, etc.) to new domains."
}