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leo: extract claims from 2024-03-00-mcmillen-levin-collective-intelligence-unifying-concept (#142)

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inbox/archive/2024-03-00-mcmillen-levin-collective-intelligence-unifying-concept.md
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@ -7,9 +7,13 @@ date: 2024-03-28
domain: collective-intelligence
secondary_domains: [critical-systems, ai-alignment]
format: paper
status: unprocessed
status: null-result
priority: medium
tags: [collective-intelligence, multi-scale, diverse-intelligence, biology, morphogenesis, competency-architecture]
processed_by: theseus
processed_date: 2026-03-10
extraction_model: "minimax/minimax-m2.5"
extraction_notes: "Extracted one primary claim about competency at every level principle from McMillen & Levin 2024. The paper provides strong biological grounding for the nested architecture in our knowledge base. No existing claims in collective-intelligence domain to check against. Key insight: higher levels build on rather than replace lower-level competency — this is the core principle that distinguishes this claim from generic emergence arguments."
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## Content
@ -50,3 +54,12 @@ Published in Communications Biology, March 2024.
PRIMARY CONNECTION: "emergence is the fundamental pattern of intelligence from ant colonies to brains to civilizations"
WHY ARCHIVED: Biological grounding for multi-scale collective intelligence — validates our nested architecture and the principle that each level of the hierarchy should be independently competent
EXTRACTION HINT: Focus on the "competency at every level" principle and how it applies to our agent hierarchy
## Key Facts
- Published in Communications Biology, March 2024
- Authors: Patrick McMillen and Michael Levin
- Biology uses multiscale architecture: molecular networks, cells, tissues, organs, bodies, swarms
- Each level solves problems in distinct problem spaces: physiological, morphological, behavioral
- Intelligence is not restricted to brains — cellular collectives exhibit decision-making
- Field of 'diverse intelligence' provides biological grounding for collective AI intelligence