AI Strategy, Organizational Knowledge & Digital Leadership
The problem is not information overload. It is absorption failure. Every essay here starts from that premise: that how an organization integrates change matters more than which tools it adopts or how fast it moves.
Madam I’m Adam is a weekly newsletter and essay series on AI strategy, organizational knowledge, and human leadership in the age of intelligent systems. The frameworks here are for people who want to understand what is actually changing — and why the human layer remains the one that determines the outcome.
If you lead people, strategy, or technology in a world being rewired by AI, you are in the right place.
Organizations that automated their entry-level work solved a cost problem and created a judgment deficit. The two are causally connected. For four years, many organizations told the same story: …
Continue Reading about The Judgment Deficit – When Efficiency Outruns Formation →
AI didn't just automate the grunt work. It automated the curriculum. The tasks new graduates used to perform weren't just work. They were a hidden educational program, embedded inside organizations …
Continue Reading about The Formation Gap: What Entry-Level Work Was Actually For →
AI did not devalue expertise. It inverted the scarcity map. When the output is free, the cost of selection becomes the premium, and the expensive part is everything we assumed professionals already …
Continue Reading about The Great Inversion: AI Transforms Scarcity Into Abundance in Work →
The problem isn't that AI gets things wrong. It's that it removes the signal that something might be wrong. I read a piece last week that didn't start with capability. It started with a question …
Continue Reading about The Smooth Surface of Certainty: What We Lose When AI Removes Doubt →
AI did not commoditize expertise. It commoditized the evidence of it. And most of us built our careers on the evidence. There is a distinction most AI-and-work conversations refuse to make. …
Domain-Driven Design (DDD) was always a leadership practice. Engineers just found it first. Three communities independently discovered the same organizational primitive. Software architects named …
