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mercoledì 22 aprile 2020

# ai: the dawn of 'Darwinian' self-programming machines, by Quoc Le (Google)

<< 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. >>

<< So Quoc Le, a computer scientist at Google, and colleagues developed a program called AutoML-Zero that could develop AI programs with effectively zero human input, using only basic mathematical concepts a high school student would know. >>

<< Our ultimate goal is to actually develop novel machine learning concepts that even researchers could not find, >> Quoc Le.

Edd Gent. Artificial intelligence is evolving all by itself. Science. Technology. doi: 10.1126/ science.abc2274. Apr. 13, 2020.

https://www.sciencemag.org/news/2020/04/artificial-intelligence-evolving-all-itself

Esteban Real, Chen Liang, et al. AutoML-Zero: Evolving Machine Learning Algorithms From Scratch. arXiv:2003.03384v1 [cs.LG]. Mar 6, 2020.

https://arxiv.org/abs/2003.03384

David Nield. Google Engineers 'Mutate' AI to Make It Evolve Systems Faster Than We Can Code Them. Apr 17, 2020.

https://www.sciencealert.com/coders-mutate-ai-systems-to-make-them-evolve-faster-than-we-can-program-them    

Also 

keyword 'ai' in FonT 

https://flashontrack.blogspot.com/search?q=ai

keyword 'ia' in Notes (quasi-stochastic poetry)

https://inkpi.blogspot.com/search?q=ia


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