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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 105
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Charting a Course for “Complexity”: Metamodeling, Ruliology and More

Stephen Wolfram

Could it really be that this was the secret that nature had been using all along to make complexity? But it really wasn’t physics, or computer science, or math, or biology, or economics, or any known field. In A New Kind of Science I cataloged and studied minimal kinds of models of many types.

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The Concept of the Ruliad

Stephen Wolfram

The global structures of metamathematics , economics , linguistics and evolutionary biology seem likely to provide examples—and in each case we can expect that at the core is the ruliad, with its unique structure. And this is where our pieces of “falsifiable natural science” come in.

Physics 122
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How Did We Get Here? The Tangled History of the Second Law of Thermodynamics

Stephen Wolfram

But, first and foremost, the story of the Second Law is the story of a great intellectual achievement of the mid-19th century. There’s a discussion about H for systems that interact, and how there’s an equilibrium value achieved. It’s exciting now, of course, to be able to use the latest 21st-century ideas to take another step.

Energy 88
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Urban farming for urban families

Futurum

Meet David I majored in anthropology and biology at university. I took courses with a biological anthropologist who inspired me to study how humans use biology and culture to adapt (or not) to stressful environments such as food scarcity, extreme temperatures, and common diseases. Food brings people together but can also divide them.