community
active
leiden_hybrid_concepts
label: haiku
community:leiden_hybrid_concepts-run4-c4-c0Collective intelligence across biological scales
Framework unifying cellular, organismal, and group cognition through shared principles of multi-agent coordination and goal alignment, developed by Levin and colleagues circa 2020s.
17 members. Each node is clickable.
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Drawn from 10 sources
The papers/notes whose extracted claims & findings make up this cluster.
- Collective intelligence: A unifying concept for integrating biology across scales and substrates4 members
- The collective intelligence of evolution and development2 members
- Technological Approach to Mind Everywhere: An Experimentally-Grounded Framework for Understanding Diverse Bodies and Minds2 members
- Cognitive glues are shared models of relative scarcities: the economics of collective intelligence2 members
- Synthetic Article & Review2 members
- Design for an Individual: Connectionist Approaches to the Evolutionary Transitions in Individuality1 member
- Topological constraints on self-organisation in locally interacting systems1 member
- GEOMETRY-OF-CARE.md1 member
- Topological constraints on self-organization in locally interacting systems1 member
- Biology, Buddhism, and AI: Care as the Driver of Intelligence1 member
Bridges (5)
Other communities that share members with this one — cross-cutting threads or papers that sit at the seam between two themes.
Claims (16)
- All intelligence is collective intelligence, in the sense that it is made of parts that must align with respect to system-level goals.Central thesis operationalized via free-energy scaling; frames intelligence as alignment problem across multiple scales.
- All intelligence is collective intelligence, in the sense that it is made of parts which must align with respect to system-level goals.Opening axiom of the paper, a fundamental interpretive stance
- All intelligences are collectives and all individuals are collectives; individual and collective intelligence are not categorically distinct but unified by connectionist principles.
- All intelligences are collectives; individual intelligence arises from interaction of many unintelligent components (neurons) arranged with right organization and connections.Foundational claim dissolving distinction between individual and collective intelligence by recognizing brains as archetypal intelligent collectives.
- All known cognitive agents are collective intelligences, made of parts that are themselves agents in important ways.Central thesis that no mind is truly monadic; all are composed of competent subunits.
- Cognitive architectures are the same causal structures required to create fitness at collective level and integration/coordination characteristic of a self.Unifying hypothesis linking evolutionary and organismic individuality through shared informational integration requirements.
- Collective intelligence exists on a spectrum across biology from cells to organismsAuthors argue no sharp distinction exists between familiar animal cognition and collective behavior in cells/tissues; same principles apply across scales and substrates.
- Collective intelligence is not only the province of groups of animals; an important symmetry exists between the behavioral science of swarms and the competencies of cells and other biological systems at different scales.Foundational claim extending collective intelligence to all biological scales.
- Degree of intelligence is proportional to maximum spatiotemporal scale of goals an agent can represent
- If collective characters are determined by aggregative sum of particle characters, collective is explanatorily redundant in selection
- Intelligence is the degree of competency in navigating any problem space (not just 3D), including morphospace, transcriptional space, etc.Expands the definition of intelligence to include non-behavioral problem-solving, enabling comparison across diverse substrates.
- Intelligence resides not in individual parts but in the organisation of the relationships between them.Core claim of connectionism; foundation for unified theory of individual and collective intelligence.
- The ability to recruit participants to complete tasks may be a central competency of collective intelligence that works across scales, from cells to swarms.Identifies recruitment as a cross-scale hallmark of collective intelligence.
- The economy is a collective intelligence with autonomous multi-scale elements exhibiting adaptive problem-solvingCentral thesis: economy exemplifies collective intelligence; justifies economic analysis via TAME framework
- The economy offers an interesting, important example of collective intelligenceMotivation for using economics to study collective intelligence.
- Four independent frames (Alexander, Levin, SCI, UX) arrive at the same structure: care as the mechanism organizing nested intelligences.
Findings (1)
- Cell fragments reverse taxis direction relative to intact cellsIn electric fields: intact keratocytes migrate to cathode, but fragments of the same cells migrate to anode—collective behavior differs from component behavior.