The Infinity Machine

Demis Hassabis, DeepMind, and the Quest for Superintelligence

De: Sebastian Mallaby

From one of our leading chroniclers of the intersection of innovation and capitalism, a landmark reckoning—based on unprecedented access—with one of the world’s most brilliant and driven tech visionaries, and his game-changing company

Even by the standard of a tech industry stacked with so-called geniuses, Demis Hassabis is a special case. Born poor in North London to immigrant parents—a chess prodigy by age five, and a wizard coder in his teens—he turned down a seven-figure job offer before turning eighteen to feed his insatiable scientific curiosity at the University of Cambridge. Later, he added a neuroscience PhD to his computer science skills to pursue the dream of artificial general intelligence, the ultimate goal being to unravel the mysteries of biology and theoretical physics and to usher in superabundance. Alongside a small group of fellow travelers, that is the Nobel Prize–winning path he is still on—imagining machines that will compound, or possibly supplant, the human understanding of the universe.

Hassabis has given Sebastian Mallaby a great deal of his time, sitting for over thirty hours of conversation. But Mallaby has also drawn from Hassabis’s detractors, such as his estranged DeepMind cofounder Mustafa Suleyman; from his rivals, such as OpenAI’s leading scientist Ilya Sutskever; and from academic pioneers who now fear for human survival, such as Geoffrey Hinton. The result is a revelatory account of a singular figure and his company, and a profound reckoning with this protean field as it leaps from the periphery to the center of our consciousness.

No one questions Hassabis’s brilliance. There are those who, like Elon Musk, regard him as an “evil genius.” He is in a game where the stakes are matched only by the exorbitant costs—for talent, and for compute. Celebrated scientists pursue the technology because they cannot resist the sweetness of discovery; others pursue it for money or power. The inventors believe they control their technology, but often their technology controls them.

This is not a Silicon Valley story. Hassabis deals with the Valley and takes its money, but remains outside—and furiously critical—of it, lambasting its leaders in conversation with Mallaby. The end of this race cannot be known, but as this great book shows us, Hassabis’s quest to will a new form of cognition into the world is a defining story for our era.