Incredibly entertaining book with hauntingly beautiful writing. The largest and most addictive part tells the story of John von Neumann through the fictionalised accounts of those closest to him.
The manic speed at which it moves and the feverish eulogising of intelligences both human and artificial blur into a mixture of fear and excitement at the wonders and dangers of scientific progress. It reminded me a little of The Last Days of Night by Graham Moore, which had a similar “along for the ride” feel to it.
It’s split into three parts: The Discovery of the Irrational, which focuses on Paul Ehrenfest; The Mad Dreams of Reason, which contains accounts of John von Neumann; and finally The Delusions of Artifical Intelligence, which tells the story of DeepMind’s AlphaGo and its conquest of complex games.
Highlights
The Discovery of the Irrational
016
"I know that you see it as well as I do, but most of the time I feel alone, as if I were the only human being bearing witness to how far we have fallen. We lie on our knees, praying to the wrong god, a childish deity who hides at the center of a corrupted world that he can neither govern nor understand. Or is it that we have made him ourselves, in our own fetid image, but then forgotten we have done so, as young boys birth the monsters and demons who haunt their dreams, without ever realizing that they have only themselves to blame?"
016
His memories, his past, his family and friends, all those ties and treasured reveries now belonged to some other person, a man whom he would sometimes catch a glimpse of in the mirror—pint sized, bespectacled, and heavyset, with spiky hair cut short and a thick mustache over buck-teeth that looked as if they were shying away from each other—and whom he failed to recognize.
The Mad Dreams of Reason
Eugene Wigner
047
There are two kinds of people in this world: Jancsi von Neumann and the rest of us.
049
He told me that he had known, right there and then, that von Neumann would change the world, even if he could not imagine how. I asked him what had led him to believe something so outlandish, and he said that no sooner had he laid eyes on my friend's enormous head than he had felt in the presence of something completely Other.
054
I have often wondered about the consciousness of animals, how it must be more shadowy than ours, more dreamlike and fleeting, small thoughts like half-burned candles, their outlines never fully formed. And perhaps that is also the case for many of us who must strain to think with clarity.
Theodore von Kármán
076
There are as many gods as there are people who believe in them, and the so-called human sciences are no better than philosophy, just mindless games played with meaningless words. Mathematics is different. It has always been held up as a torch, the true light of reason, blinding and unquestionable.
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