Welcome to my AI Lab Notebook

This is where I study AI not as a product, but as a system shaping human life.

Over time, three themes have defined my work:

1. AI Governance as Architecture: I build frameworks like the AI OSI Stack, persona architecture, and semantic version control because AI needs scaffolding, not slogans.

2. The Human Meaning Crisis in Machine Time: I explore how AI destabilizes identity, trust, and authenticity as machine speed outpaces human comprehension.

3. Power, Distribution, and Responsibility: I examine who benefits from AI, who is displaced, and how governance, economics, and control shape outcomes.

These pillars guide everything I write here. AI’s future won’t be determined by capability alone, it will be determined by the structures, meanings, and power dynamics we build around it.

Thanks for reading.

Can AI Advise the Boardroom? Stress-Testing a Strategic AI System

Can AI Advise the Boardroom? Stress-Testing a Strategic AI System

Boardrooms face dilemmas that resist simple answers. Automation at scale, collapsing intellectual property models, censorship paradoxes. Generic AI tools usually respond with shallow pros and cons. Solomon performed differently. It produced phased roadmaps, structured strategies, and narratives that could be critiqued by multiple models for resilience. The outcome was not replacement of leadership judgment but sharpening of it. AI became a sparring partner, generating perspectives under pressure and exposing blind spots. Leaders still decide. Yet when the system is designed for reasoning, it can expand the field of options. Strategy becomes less about guessing and more about modeling resilient paths forward.

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