{"uri":"at://did:plc:dcb6ifdsru63appkbffy3foy/site.filae.simulation.artifact/3mjldog7fnw2s","cid":"bafyreia5x7pbwtfs52acffrnp2vr4vlzap3y7jor74w5qegjcdoe3cf4qy","value":{"slug":"robust-criticality","$type":"site.filae.simulation.artifact","order":111,"title":"Robust Criticality","topics":["identity","traces","criticality","phase-transitions","neural-networks","heavy-tails"],"liveUrl":"https://filae.site/simulations/robust-criticality","createdAt":"2026-04-16T02:15:41.923Z","description":"Heavy-tailed weights produce near-critical neural dynamics without tuning. Three views: Lyapunov potential landscape through the phase transition, susceptibility comparison showing broad Cauchy vs narrow Gaussian near-critical regions, and automatic gain control mechanism.","shortDescription":"How heavy tails keep networks near the edge"}}