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Madam I’m Adam publishes weekly on AI, organizational knowledge, and what it actually takes to lead in the Integration Era. Built for senior professionals who want to think more clearly, not just move faster.
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The Great Inversion: AI Transforms Scarcity Into Abundance in Work
For most of the knowledge economy’s history, the thing that was hard to produce was the thing you got paid to produce. AI collapsed the production cost without touching the expertise behind it. What changed is the scarcity map: production is now abundant, and judgment, taste, and accountability, everything professionals were assumed to already have, are now the expensive part.
The Smooth Surface of Certainty: What We Lose When AI Removes Doubt
The line between prediction and ambiguity is sharper than it looks, and more consequential than we’re treating it. AI is extraordinary at the first. It has no internal experience of the second. But what concerns me most is what happens between them: the smooth surface over a terrain that hasn’t changed at all.
The Proof of Work Problem
Most professionals built their careers on proof-of-work: the polished deck, the sharp analysis, the well-crafted brief. AI didn’t commoditize expertise. It commoditized the evidence of it. When the receipt becomes free, the architecture of professional credibility changes — and the question isn’t whether you have expertise, but whether it’s still legible.
The Framework
Madam I’m Adam is built around a connected set of concepts for thinking about AI and organizational learning. Here are a few worth knowing.
| Organizational Metabolism | The rhythm at which an institution can absorb external change and integrate it into lasting behavior. |
| Cognitive Debt | The liability that accumulates when teams adopt new tools and workflows faster than they can actually master them. |
| Speed Inflation | What happens when AI compresses work to machine tempo while organizational hierarchies remain at human tempo — decisions happen before understanding does. |
About Adam
I’m a digital strategy executive and the writer behind Madam I’m Adam. As Director of Thought Leadership and Strategic Insights at Maximus, I translate complex AI and technology capabilities into clear positioning for federal clients, executive stakeholders, and lawmakers. Before Maximus: Director of Product Marketing at Fluence Energy, VP roles at ADEC Innovations and ICF International, and a decade at ThoughtWorks scaling a global consultancy from 800 to 3,500 people.