Notes from the exocortex.
Essays on AI adoption, hybrid intelligence and what it means to architect for the intelligent enterprise. Published on Substack — 12 pieces in this archive.

Architectural Design and Operational Implementation of Autonomous AI Enterprises:
A Framework for Zero-Human Business Intelligence

ADAPT: How Humans Actually Learn to Work With AI
A field-tested framework for building real measurable AI competence

The Pull Request Nobody Wrote
Autonomous coding loops are teaching software to maintain itself. The hard part is telling the machine when to stop.

The Robots Arrived Before the Rules Did
What a faked humanoid, a €319,000 compliance bill, and a century old economic debate tell us about the physical AI boom

The Robot Economy Has a Teacher Shortage
Why a €19 drone licence, a $3,100 course seat, and a million rupees of insurance explain the real bottleneck in automation

BANANA Computing: The Pathology of Infinite Software Generation
We didn’t lower the barrier to software creation.

Why Smart People Resist Smart Tools
A 19th-Century Mirror for the AI Revolution

Machine-Friendly Bias and Algorithmic Monoculture
How AI Efficiency Erodes Diversity and How Hybrid Intelligence Restores Balance

Learning Ghosts in Intelligent Machine 2
How AI Systems Whisper Beneath Language, and Why Humans Must Learn to Listen

PROBE: The Forensic Operating System for Polymaths
We are living through an odd inversion: information is everywhere, but conviction is cheap.

2025, The Year Intelligence Quietly Shifted.
2026, The Year Some Will Master It.

Stop Prompting, Start Governing
Your 12 Basics for Running with AI