We call the result the Darwin Gödel Machine (full technical report). DGMs leverage foundation models to propose code improvements, and use recent innovations in open-ended algorithms to search for a growing library of diverse, high-quality AI agents. Our experiments show that DGMs improve themselves the more compute they are provided. In line with the clear trend that AI systems that rely on learning ultimately outperform those designed by hand, there is a potential that DGMs could soon outperform hand-designed AI systems.
Contains Darwin's complete publications, 20,000 private papers, a Darwin bibliography, manuscript catalogue and supplementary works such as specimens, biographies, obituaries, reviews, reference works, etc. Texts are searchable.
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On February 16, 1822, the cousin of Charles Darwin, Sir Francis Galton was born. Galton the polymath, was known for his fundamental contributions to anthropology, geographics, genetics, psychology, statistics, and eugenics.
On February 12, 1809, the English naturalist Charles Darwin was born. He popularized the term 'natural selection' as a milestone in modern biology, which was introduced in his masterpiece 'On the Origin of Species' in 1859.
On November 24, 1859, famous biologist and founder of the science of evolution Charles Darwin published his seminal treaty 'On the Origin of Species', which is considered to be the foundation of evolutionary biology.