Essays on AI leadership, workflow ownership, and the operating models of tomorrow.
Martin Daffner
"The era is still open. The leaders who will be remembered for navigating it well are not yet clearly identified. That is not a comfort. It is an invitation."
— from The Wrong Assignment, May 2026
Martin Daffner writes on what it means to lead in the AI era when the old technology playbook no longer works. His essays argue that the organizations that will matter most are not just implementing AI; they are redesigning who owns the work, building product‑like capabilities around internal workflows, and treating agentic systems in physical operations as core infrastructure rather than side projects.
The work also asks a quieter question: what this transition demands of the people inside it — the functional leaders, the context engineers, and the individuals whose days are being rewritten by new tools. Strategy and structure matter. So does what it feels like to live through the change.
Featured Essay
Leverage and Light: How AI Opens the Choice to Flourish
The printing press and the AI model are the only two technologies in human history that work primarily inside the individual mind. Both ingredients are present again — for the first time in five centuries.
From the Archive
Half a Map
Different systems are building AI in their own image. The practitioner who can read only one is working with half a map.
The Wrong Assignment
Why your AI transformation can't be led from the top of your technology function. The third essay in a series that began with Before the Strategy and continued with The Immersion Premium — Measured.
The Immersion Premium — Measured
Six weeks after the case for individual immersion was made from theory, a frontier lab published the data. The premium is now measured, behaviorally coherent, and widening.
"A mandate to 'use AI' produces the same result as a mandate to 'be creative.' You can enforce the behavior's surface appearance. You cannot enforce the underlying condition that makes it real."
— From "Before the Strategy: Why Individual Immersion Is the Foundation of Organizational AI Transformation"