How Individuals and Institutions Build Resilience When Markets Stop Being Predictable
The argument has been built in public — twenty weeks of Substack essays, tested against enterprise practice, refined through reader response. The book is the permanent form of what the framework has revealed.
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Capability Formation argues that the most important strategic question facing organizations in the next decade is not how to adopt AI — it is how to build the human capability that makes AI adoption consequential rather than cosmetic.
The book maps three mechanisms — Density, Optionality, and Alumni Capital — and shows how their presence or absence determines whether an organization compounds capability over time or quietly erodes it.
Written for the executives and organizational architects who build the systems that outlast the strategies they were designed to execute.