Darwin Gödel Machine


"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."


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