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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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Metabolism Management
An approved AI search tool started surfacing wrong answers in federal bid work from unvalidated internal documents. The risk was not the model. It was the missing meter for what the tool could absorb. Score your Metabolism Management with five questions before the next approval.
Read More: https://www.adammonago.com/metabolism-management/?utm_source=wordpress&utm_medium=email&utm_campaign=mia-metabolism-management&utm_content=wp_email
The Builder Journey
Every session that lives only in the chat window resets your compound interest to zero. I paid the Re-Explanation Tax until I moved drafting guardrails into a skill on disk. Six words later, the agent loaded Durable Intent and shipped a clean first turn.
Read More: https://adammonago.com/the-builder-journey/?utm_source=wordpress&utm_medium=email&utm_campaign=mia-the-builder-journey&utm_content=wp_email
Reliable AI Begins Before the Model
Production agents rarely fail first for lack of a bigger model. From genealogy autoresearch harnesses to Kulkarni’s PRINCE case, this essay argues that reliable AI depends on knowledge that is structured, bounded, tested, traced, and accountable to human review.
Read More: https://adammonago.com/reliable-ai-begins-before-the-model/?utmsource=wordpress&utmmedium=email&utmcampaign=mia-reliable-ai-begins-before-the-model&utmcontent=wp_email
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.