community
active
leiden_hybrid_concepts
label: haiku
community:leiden_hybrid_concepts-run4-c3-c0-c2Topology and hierarchy in self-organization
How network structure (cliques, hierarchies, stigmergy) enables multiscale coherence in biological and AI systems.
2 members. Each node is clickable.
Loading graph…
Drawn from 2 sources
The papers/notes whose extracted claims & findings make up this cluster.
- 2026-05-14_phil-trans-A-goodfire-aboutblank-impact.md1 member
- Topological constraints on self-organisation in locally interacting systems1 member
Bridges (3)
Other communities that share members with this one — cross-cutting threads or papers that sit at the seam between two themes.
Claims (2)
- Topology is the critical factor differentiating the self-organising capabilities of biological systems and language models.Central interpretive claim of the paper: the ability to maintain long-range order is determined by interaction topology, not substrate.
- Hierarchical clique-structured networks can maintain multiscale coherence; biology evolved hierarchy and stigmergy as coherence solutions.