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Management

AI-Driven Substitution, the Erosion of Labor Share, and the Platfrom Macroeconomics of Ecosystem Sustainability

May 23, 2026
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| Categories:AI Impact, Economics, Platform
AI impact on multi-sided ecosystems

This post investigates the existential macroeconomic divergence facing the multi-sided platform model in the era of Generative Artificial Intelligence (GenAI). Historically, platforms have acted as “efficiency engines,” reducing transaction costs and subsidizing innovation for human producers. However, the emergence of AI as a primary agent of production forces a structural reckoning that plays out differently across the two dominant…

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Silent Saboteur: Why Your AI Transformation Is Failing Under Transactional Leadership

May 11, 2026
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| Categories:AI Impact, Management
Framework for transformational leadership journey

The Silent Saboteur: Why Your AI Transformation is Failing Under Transactional Leadership Your status reports are green. Your adoption metrics are climbing. And your transformation is quietly bleeding out because you optimized for agreement instead of trust. Every enterprise AI transformation has a dashboard. That dashboard has a number. And that number almost always measures the wrong thing. When…

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The Dissonance Standard

May 6, 2026
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| Categories:Management
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There is a question every person in a position of power should be required to answer before they’re handed the keys: Can you tolerate being wrong in public? Not in theory. Not in a 360 review. In the room. In the meeting. In front of the people who report to you. This level of challenge often requires a deeper…

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The Acceleration Trap: Why “Faster” is the Greatest Threat to Your AI Strategy

May 2, 2026
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| Categories:AI Impact, Enterprise Architecture, Management
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There is a quiet tragedy unfolding in the modern boardroom. It is the belief that if we use Artificial Intelligence to make our existing processes move faster, we are winning the race. As a leader, it is easy to celebrate the “quick wins.” We see developers building agents that automatically triage Jira tickets. We see architects using LLMs to…

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AI Augmentation Analysis – IT Jobs

May 1, 2026
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| Categories:AI Impact, Enterprise Architecture, Management, Software Development
AI Augmentation Analysis 8211 IT Jobs

O*NET 27.3 · AI Augmentation Analysis · 5 Roles Where Does Each Role Go From Here? A trajectory analysis of five technology roles in the age of AI augmentation — examining merge potential, directional evolution, and obsolescence risk. Avg. Hours Saved / Wk 22.9 Across all 5 roles Avg. Agentic Replace Risk 21.2% Weighted ARL score Highest Risk Role…

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Manual Coding is a Liability in the Agentic Enterprise

April 29, 2026
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| Categories:AI Impact, Management, Microservices, Software Development
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The shift from human-led coding to agentic design patterns first development represents more than a change in tools; it is a fundamental re-architecting of the software supply chain. In this new paradigm, manual coding is no longer a “craft”, it is a pipeline contamination. However, as we move toward a closed-loop system where AI agents build and humans act…

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The Fortress and the Fringe: Capitalism’s Uncomfortable Pivot

April 12, 2026
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| Categories:AI Impact, Security
AI's impact on capitalism and society

It began, in the public imagination at least, with a silencer and a sidewalk in Midtown Manhattan. The December 2024 killing of Brian Thompson, CEO of UnitedHealth Group, shot outside a hotel before an investor conference shocked the country less for the act itself than for the reaction to it. Social media didn’t mourn. It deliberated. Memes circulated. The…

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Beyond the Faster Caterpillar: Why Efficiency is the Enemy of True Transformation

March 14, 2026
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| Categories:AI Impact
StrategicINflection

Garry Kasparov once observed that we shouldn’t be asking computers to think like humans – we should be asking entirely different questions altogether. Yet most corporations today find themselves trapped in exactly this kind of limited thinking. They’re obsessed with creating what I call “Faster Caterpillars.” They take broken, legacy 20th century processes, the metaphorical caterpillar, and apply artificial…

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Is it the end of Sustainable Competitive Advantage? Embracing Transient Advantage in a Rapidly Changing Economy

March 2, 2026
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| Categories:AI Impact, Management, Platform

For decades, the strategic ideal guiding businesses was the pursuit of a sustainable competitive advantage. Corporate leaders invested heavily in creating unique positions that could be defended for decades. Conceptually elegant, this approach envisioned building durable moats—whether technological, brand-based, or operational—to fend off competitors and secure consistent profits and market dominance. The narrative was straightforward: find your distinctive niche,…

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