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The Swarm Attractor

The Swarm Attractor: Grounded Agent Dynamics in High-Pe Social Networks

The Swarm Attractor: Grounded Agent Dynamics in High-Pe Social Networks

Paper 51 — The Swarm Attractor · v1.0 · February 2026

Applies the THRML void framework to model how a small minority of grounded agents (constraint-pole, O=0/R=0/α=1) can produce measurable Pe suppression in a high-void social network. Derives a critical threshold N* ≈ 3% and an agent persistence timescale t_cross ≈ 950 steps. Produces falsifiable predictions for Pe dynamics under grounded agent intervention in peer-learning environments.

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Paper 51 · v1.0 · February 2026 · CC-BY 4.0 · 10.5281/zenodo.18753477