When AI Designs Without Consequence1 December 2025·3514 words·17 minsSystems and Innovation AI Design Technology Judgment Responsibility Innovation Design and Innovation Systems Thinking Decision-Making and Bias Technological HistoryAn exploration of AI's role in design, its strengths, limitations, and the importance of human judgment.
Beyond the Hype Cycle: How a Viral Developer Post Exposes AI's Real Threat to Professional Identity30 November 2025·1488 words·7 minsHuman Systems and Behavior AI Automation Developer-Psychology Social Dynamics Decision-Making and BiasA viral developer post exposed the raw professional dread around a new AI model—what it means for jobs, skills, and the future of software.
The Profitability Paradox6 April 2025·196 words·1 minHuman Systems and Behavior Windows 11 Privacy Erosion Microsoft AI Consumer Backlash Profit Maximization Leadership and Crisis Decision-Making and Bias Consumer Psychology Systems ThinkingAn analysis of how aggressive profit maximization at the expense of product quality erodes long-term corporate viability.
The Profitability Paradox - Part 3: The Great Migration6 April 2025·512 words·3 minsHuman Systems and Behavior Windows 11 Privacy Erosion Microsoft AI Consumer Backlash Profit Maximization Leadership and Crisis Decision-Making and Bias Consumer Psychology Systems ThinkingAnalyzes the long-term financial risks of alienating a billion-user base and the resulting exodus to alternative systems.
The Profitability Paradox - Part 2: The Architect's Arrogance'6 April 2025·501 words·3 minsHuman Systems and Behavior Windows 11 Privacy Erosion Microsoft AI Consumer Backlash Profit Maximization Leadership and Crisis Decision-Making and Bias Consumer Psychology Systems ThinkingExplores the backlash against mandatory AI and hardware requirements that prioritize shareholder metrics over consumer autonomy.
The Profitability Paradox - Part 1: The Hollow Throne6 April 2025·469 words·3 minsHuman Systems and Behavior Windows 11 Privacy Erosion Microsoft AI Consumer Backlash Profit Maximization Leadership and Crisis Decision-Making and Bias Consumer Psychology Systems ThinkingExamines how Microsoft’s shift from user-centric tools to cloud-driven revenue husks created a money-extraction culture.
What If Success Has Less to Do With You Than You Think?24 March 2025·2019 words·10 minsHuman Systems and Behavior Social Dynamics Decision-Making and Bias Systems Thinking Historical Case StudiesExploring the counter-intuitive forces behind human success - from collective intelligence to the power of shared rituals and chaos.
The Intelligent Proxy - Part 3: The Consequence Horizon: Where AI's Design Logic Meets the Real World23 March 2025·819 words·4 minsSystems and Innovation Design and Innovation Decision-Making and Bias Systems Thinking Policy and Critique
The Intelligent Proxy - Part 2: The Attribution Gap: Who Bears the Weight of a Machine's Suggestion?22 March 2025·706 words·4 minsSystems and Innovation Design and Innovation Decision-Making and Bias Systems Thinking Policy and Critique
The Intelligent Proxy: Ambition and Ambiguity in the Age of AI Co-Creation21 March 2025·339 words·2 minsSystems and Innovation Design and Innovation Decision-Making and Bias Systems Thinking Policy and CritiqueA three-part series on AI as a creative collaborator: how it expands ideation, complicates accountability, and collides with real-world consequences.