What does it mean to be a PM in the age of AI?
The job hasn't changed. The leverage has. A field guide for product managers navigating a world where the model is the product — and where judgment, not velocity, is still the discipline that matters.
Thoughts on product leadership, trustworthy AI, and what it takes to turn research into real-world impact — for people, for children, for the teams shipping the next decade of technology.
Long-form on product management in the AI era, the measurement infrastructure we owe our children, and what trustworthy AI actually means in practice.
The job hasn't changed. The leverage has. A field guide for product managers navigating a world where the model is the product — and where judgment, not velocity, is still the discipline that matters.
We measure AI by benchmarks, parameters, and revenue. We don't measure what it's doing to the generation growing up inside of it. Introducing a framework for the measurement infrastructure that generation deserves.
"Trustworthy" is the most overloaded word in AI right now. Here is the operational definition — seven properties that, taken together, give you an AI system that earns trust rather than claiming it.
A selection of pieces from the last several years — on composite AI, transactional AI, the practice of product management, and the open mind behind shared trust.