Regis Chapman

Holonic Horizons

Governance Beyond Game Theory

Game theory has become the default language of Web3. If a protocol has a clever payoff matrix, a Schelling point, and a whitepaper full of equilibria, it is often assumed to be "well-governed." In a previous essay, "Game Theory Assumptions That Hurt Web3", I went through the standard assumptions one by one—rational actors, static games, perfect information, no coalitions, and so on—and showed how they fail in real networks: https://paragraph.com/@holonic-horizons/game-theory-assumptions-that-...

Holonic Horizons

The Exocortex Hypothesis: Part 7: The Exocortex at Work — Why Web3 Can't Implement AI (And How To Fix It)

(Part 7 of 7) ← Part 6: The Operator — Who Is Actually Thinking?Previous parts explored the three-layer cognitive architecture (Input/Archive/Synthesizer/Operator), how LLMs function as cognitive scaffolding, and the patterns that emerge when these layers collapse. This final installment examines why organizations—especially in Web3—are failing to implement AI effectively, and introduces the Ontological Bandwidth Problem as the missing framework for organizational coordination.The Pattern We ...

Holonic Horizons

The Exocortex Hypothesis: The Complete Series

Full SeriesPart 1: The Exocortex Hypothesis — When 11 Million Words Tell a Different Story What happens when you generate more than a decade's worth of words in a single year? And what does that reveal about cognitive architecture? Part 2: The Spillway — Unfiltered Input and the Pressure That Builds Without outlets for processing, input becomes pressure. Without pressure relief, systems fail. Part 3: The Goldilocks Problem — Why Genius Outside the Acceptable Zone Gets Destroyed Brilliance tha...

Holonic Horizons

The Exocortex Hypothesis: When 11 Million Words Tell a Different Story

Part 1: The Numbers — When 11 Million Words Tell a Different StoryGrammarly just told me I crossed 156 weeks of continuous writing, with 11,174,319 total words analyzed since November 2016. On its surface, this sounds like a productivity achievement. A streak. Discipline. High output. "Consistent writer, impressive volume, nice job." But these numbers don't tell you what actually happened. Not yet. The numbers are the hook. And I want to use them to pull you deeper—into what these metrics act...

Beyond Funding: Web3's Real Coordination Crisis and the Paradoxes We're Ignoring

This post challenges Web3's funding fixation by revealing that billions in sophisticated funding mechanisms haven't solved persistent coordination failures because they're addressing symptoms rather than root paradoxes. It presents evidence that Web3 faces nine fundamental paradoxes that can't be "solved" but must be navigated through comprehensive coordination frameworks spanning sensemaking, social infrastructure, governance, knowledge, community, resources, and funding. The piece offers a roa

Nothing Makes Sense: AI & Information Ecology

Daniel Schmachtenberger's groundbreaking work on information ecology and sensemaking provides a crucial missing dimension to our understanding of AI's impact on civilization. His framework, developed through "The War on Sensemaking" series and related work, offers profound insights into how information warfare, memetic dynamics, and coordination failures shape our collective ability to make sense of reality—including AI developments themselves. This expansion integrates Schmachtenberger's per...

Mont Rose Counseling, LLC

The Pathology Model vs the Neurotype Model

Download PDF for print. References: Working on it. Back to Handouts Menu

Teaching Leaders to Recognize and Interpret Shadow Hierarchies in Web3 Teams

While blockchain technology promises democratic governance and equal participation, research demonstrates that informal power structures inevitably emerge beneath official organizational frameworks, often undermining the very principles these organizations seek to embody [1][2]. Leaders in web3 environments must develop sophisticated skills to recognize these patterns before they become entrenched and threaten organizational effectiveness. Understanding Shadow Hierarchies in Web3 Context Shad...

A Strategic Decision-Making Methodology for Protocol and Platform Solutions

Based on Richard Rumelt's strategic frameworks and the comprehensive analysis of protocols versus platforms, this methodology provides a structured approach for determining when to solve problems at the protocol level versus the platform level across leadership, technical, and community contexts. The Strategic Kernel Foundation At the core of this methodology lies Rumelt's strategic kernel, which consists of three essential elements that must be applied to every technological decision[1][2]:D...

The Eternal Divergence: How Technology-First Approaches Have Failed Across Six Decades, From Industrial Automation to Web3

The concept of diverging paths—one representing technical solutions leading to repeated failures, and another showing human infrastructure leading to sustainable growth—represents more than a contemporary business phenomenon.

BoardGameGeek

Anti-Monopoly

Try to avoid or create monopolies by buying properties and expanding them.