by Mustafa Suleyman

Summary

Mustafa Suleyman helped build some of the AI systems he now warns about, which gives The Coming Wave an unusual authority. His argument centers on what he calls the containment problem: technology is arriving that is self-improving, widely accessible, and capable of autonomous action, and no existing governance tool was built to handle all three at once.

Suleyman names four features that make this wave especially hard to manage: asymmetric impact, hyper-evolutionary speed, omni-use applications, and increasing autonomy. He is not a doomsayer. He believes these same technologies could cure diseases and address climate change. But he insists that optimism without preparation is its own kind of danger, and he calls on governments, companies, and citizens to start building the guardrails now, while the wave is still building.