A new age of intelligence is unfolding.

My years in retail and e-commerce shaped how I understand technological change. I’ve seen how quickly it changes what people expect, and how much it takes for organizations to respond.

AI marks a change of a different order. It reaches much deeper into how we think, work, decide and live together. Its capabilities are advancing faster than business and society can follow.

I examine the unprecedented opportunities AI opens up and the risks and responsibilities that arise as we give it greater autonomy to decide and act in organizations and everyday life.

I write and develop models and methods that challenge assumptions and sharpen thinking about how to use its power responsibly and what purposes it should serve.