Today we are discussing artificial intelligence without using a single slide titled “Disruptive Synergy.” Every time someone says “disruptive synergy,” a printer somewhere decides it is offline.

Our guide is chapter 4 of The Coming Wave, by Mustafa Suleyman and Michael Bhaskar. The chapter is called “The Technology of Intelligence.” Its central claim is simple and unsettling. For centuries we built tools to manipulate matter. Then we learned to manipulate information. Now we are building systems that manipulate something even more powerful: the ability to learn, predict, plan, and act.

The old hammer hit where you swung it. The new hammer studies the wall, prices the nails, suggests an open floor plan, and launches a home-renovation channel. It can still mistake a load-bearing beam for a toaster, but it gets more capable every year.

The useful question is not whether the machine has feelings or secretly wants a long weekend. The useful question is: What can it do? What information can it reach? What tools and permissions does it have? Who checks the result?

We will travel from an Atari game to systems that can speak, see, code, and string tasks together. We will learn why AlphaGo’s famous Move 37 mattered, why a language model is more than autocomplete after three espressos, why bigger is not automatically wiser, and how to use AI without handing it the keys, the credit card, and your mother’s maiden name.