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Will AIs Take All Our Jobs and End Human History—or Not? Well, It’s Complicated…

Stephen Wolfram

Given a defined “goal”, an AI can automatically work towards achieving it. Most of our existing intuition about “machinery” and “automation” comes from a kind of “clockwork” view of engineering—in which we specifically build systems component by component to achieve objectives we want. And that’s where we humans come in.

Computer 104
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Charting a Course for “Complexity”: Metamodeling, Ruliology and More

Stephen Wolfram

For that was a time when the concepts of computing were first being worked out—and through approaches like cybernetics and the nascent area of artificial intelligence, people started exploring the broader scientific implications of computational ideas. Yes, it might have to take on the methodology of its “host” area.

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Can AI Solve Science?

Stephen Wolfram

Here’s how the “loss” evolves (over the course of 100 generations) for a collection of paths: And what we see is that there’s only one “winner” here that achieves zero loss; on all the other paths, evolution “gets stuck”. But what happens with other paths? As we mentioned above, though, with more “dimensions” one’s less likely to get stuck.

Science 121
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Remembering the Improbable Life of Ed Fredkin (1934–2023) and His World of Ideas and Stories

Stephen Wolfram

Ed was never officially a “test pilot”, but he told me stories about figuring out how to take his plane higher than anyone else—and achieving weightlessness by flying his plane in a perfect free-fall trajectory by maintaining an eraser floating in midair in front of him.