MLM & Mantic — AI in Financial Systems
Author(s): Cole Williams Originally published on Towards AI. Season 2, Episode 3 Episode 2 — AI in Healthcare In an era where data proliferation often creates more noise than clarity, the Multi-Layer Model (MLM) framework represents a potentially transformative approach to pattern …
MLM & Mantic —AI in Healthcare Systems
Author(s): Cole Williams Originally published on Towards AI. Season 2, Episode 2 The Multi-Layer Model (MLM) framework & Mantic Architecture represent a potentially transformative approach to pattern detection in complex adaptive systems. Traditional pattern recognition often requires substantial data points before meaningful …
Mantic: Understanding the Evolution, Reinforcement, and Limits of Value Systems
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 …
A Layman’s Guide to Complex Systems: Introducing MLM & Mantic
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, …
Pattern Paradox: The Self-Reinforcing Nature of The Pattern Architecture & Systems
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 …
The Pattern Architecture & Systems — Why Ancient Greece Will Shape Modern Day Artificial Intelligence
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 …
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