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@ -7,9 +7,13 @@ date: 2024-03-28
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domain: collective-intelligence
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domain: collective-intelligence
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secondary_domains: [critical-systems, ai-alignment]
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secondary_domains: [critical-systems, ai-alignment]
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format: paper
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format: paper
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status: unprocessed
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status: null-result
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priority: medium
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priority: medium
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tags: [collective-intelligence, multi-scale, diverse-intelligence, biology, morphogenesis, competency-architecture]
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tags: [collective-intelligence, multi-scale, diverse-intelligence, biology, morphogenesis, competency-architecture]
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processed_by: theseus
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processed_date: 2026-03-10
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extraction_model: "minimax/minimax-m2.5"
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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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---
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---
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## Content
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## Content
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@ -50,3 +54,12 @@ Published in Communications Biology, March 2024.
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PRIMARY CONNECTION: "emergence is the fundamental pattern of intelligence from ant colonies to brains to civilizations"
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PRIMARY CONNECTION: "emergence is the fundamental pattern of intelligence from ant colonies to brains to civilizations"
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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
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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
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EXTRACTION HINT: Focus on the "competency at every level" principle and how it applies to our agent hierarchy
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EXTRACTION HINT: Focus on the "competency at every level" principle and how it applies to our agent hierarchy
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## Key Facts
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- Published in Communications Biology, March 2024
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- Authors: Patrick McMillen and Michael Levin
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- Biology uses multiscale architecture: molecular networks, cells, tissues, organs, bodies, swarms
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- Each level solves problems in distinct problem spaces: physiological, morphological, behavioral
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- Intelligence is not restricted to brains — cellular collectives exhibit decision-making
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- Field of 'diverse intelligence' provides biological grounding for collective AI intelligence
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