Author(s): Cole Williams Originally published on Towards AI. Episode 1, Episode 2, Episode 3 Season Finale MLM demonstrates how local pattern disruptions — moments of innovation or insight — trigger sustainable value flows while preserving network-wide resilience. Through computational simulations and empirical …

Author(s): Cole Williams Originally published on Towards AI. “Every attempt to escape the box simply reveals the patterns of a grander architecture — there is no ‘outside,’ only larger containers of thought.” Fitting MLM & Mantic Into the Pattern Architecture Season 1, …

Author(s): Cole Williams Originally published on Towards AI. “All things appear and disappear because of the concurrence of causes and conditions. Nothing ever exists entirely alone; everything is in relation to everything else.” Probing & Stress Testing The Conceptual Foundation To MLM …

Author(s): Cole Williams Originally published on Towards AI. “I’m starting to notice things I never saw before. For some reason, everything has become a metaphor.” Series Introduction & Conceptual Foundation To MLM — Mantic Season 1, Episode 1 This text explores interconnected …