Mind Matters Reporting on Natural and Artificial Intelligence

TagDarwinian evolution

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Evolving Technology

Can Computers Evolve to Program Themselves Without Programmers?

How much computing power would we need to evolve the programmer’s intelligence via Darwinian evolution

At Science earlier this year, we were told that “Researchers have created software that borrows concepts from Darwinian evolution, including ‘survival of the fittest,’ to build AI programs that improve generation after generation without human input.” Critics say it’s not that easy. Computer scientist Roman Yampolskiy (pictured) discusses the problem in an open access paper, starting with a joke: On April 1, 2016 Dr. Yampolskiy posted the following to his social media accounts: “Google just announced major layoffs of programmers. Future software development and updates will be done mostly via recursive self-improvement by evolving deep neural networks”. The joke got a number of “likes” but also, interestingly, a few requests from journalists for interviews on this “developing story”. To non-experts…

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abstract binary code science computing center

Can AI Really Evolve into Superintelligence All by Itself?

We can’t just turn a big computer over to evolution and go away and hope for great things

At Science earlier this year it was claimed that Darwinian evolution alone can make computers much smarter. As a result, researchers hoped to “discover something really fundamental that will take a long time for humans to figure out”: Artificial intelligence (AI) is evolving—literally. Researchers have created software that borrows concepts from Darwinian evolution, including “survival of the fittest,” to build AI programs that improve generation after generation without human input. The program replicated decades of AI research in a matter of days, and its designers think that one day, it could discover new approaches to AI. Edd Gent, “Artificial intelligence is evolving all by itself” at Science (April 30, 2020) How does that work? The program discovers algorithms using a…