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leiden_hybrid_concepts
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community:leiden_hybrid_concepts-run4-c10-c0Stress-sharing as distributed coordination
Emergent collective intelligence through local biochemical signaling that increases cellular influence radius and enables faster morphogenesis without explicit altruism or centralized control.
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The papers/notes whose extracted claims & findings make up this cluster.
- Stress sharing as cognitive glue for collective intelligences: A computational model of stress as a coordinator for morphogenesis6 members
- Stress Sharing as cognitive glue for collective intelligences: A computational model of Dukkha as a coordinator for Morphogenesis6 members
- cognitive-glue-and-alexander.md1 member
Bridges (2)
Other communities that share members with this one — cross-cutting threads or papers that sit at the seam between two themes.
Findings (8)
- Stress sharing benefit scales with grid complexity (20x20, 30x30, 50x50) and becomes more pronounced in later evolutionary stages when mutations alone fail
- Stress sharing increases cognitive light cone radius from ~5 to ~30 units, persisting through development.Cell radius of influence in stress-sharing embryos was ~30 units vs ~5 units without sharing; lasted through step 85 vs step 10.
- Stress sharing populations reached target morphology by generation 400, significantly faster than hardwired (1000) or without-sharing populations
- Stress-sharing advantage increases with problem complexity
- Stress-sharing embryos achieve perfect sequential target patterns; non-sharing limited to <1% improvement.Stress-sharing embryos formed each sequential target with stress reducing to zero; non-sharing achieved only tiny improvements.
- Stress-sharing enables cell movement over longer distances (~2500 units vs ~200 units without sharing).Stress-sharing cells moved average Euclidean distance of ~2500 units, vs ~200 units in non-sharing populations.
- Stress-sharing increases radius of cellular influence: ~30 units avg (step 1) vs ~5 units (non-sharing); lasts 85 steps vs 10 steps.
- Stress-sharing populations reach anatomical targets faster than hardwired or non-sharing populations.Populations with stress sharing discovered correct morphology by generation 500, vs non-sharing and hardwired (p≪0.01).
Claims (5)
- Stress molecules leak from source cells and diffuse to neighbors, making shared stress a conserved signal for cooperation.Central hypothesis that stress sharing enables cooperation without explicit altruism by making individual problems collective.
- Stress sharing is a simple, robust mechanism for enabling emergent collective problem-solving without explicit altruism.
- Stress sharing reduces the functional inertia of low-stress cells, increasing their plasticity and exploratory behavior.Shared stress raises the 'temperature' or exploratory activity of neighboring cells, enabling passage for stressed cells.
- Stress sharing serves as a 'cognitive glue' for collective intelligences, enabling cooperation without explicit altruism by de-localizing incentive to work toward group goals
- Owner wiping and stress-sharing are anti-individuation: the Buddhist not-self reframed as shared cognitive load.