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You don’t work in AI. You still want to know what’s coming.

Everyone around you has an opinion about AI. Most of it is hype or doom, and almost none of it is in plain English.

Start here

I built Just This Once for people in sales, project management, and design who want to understand where AI is headed and what could go wrong. Seven short chapters, each opening with something that really happened, and ten hands-on demos: train a model with thumbs-ups, negotiate a treaty, watch a news feed learn that outrage keeps people scrolling.

Nothing in it assumes you know how AI works.

Try Just This Once

Free, in your browser, no sign-up.