Thousand Brains

An ambitious new endeavor called the Thousand Brains Project aims to develop a new AI framework that its founder says will operate on the same principles as the human brain—yet will be fundamentally different from the principles underlying the deep neural networks that dominate artificial intelligence today. 

With funding from the Gates Foundation, the open-source initiative aims to partner with electronics companies, government agencies, and university researchers to explore potential applications for its new platform.

In today’s artificial neural networks, components dubbed neurons are fed data and cooperate to solve a problem, such as recognizing images or predicting the next word in a sequence. Neural nets are called “deep” if they possess multiple layers of neurons.

Deep neural networks currently match or beat human performance on many tests, such as identifying skin cancer and playing complex games, However, they are plagued by a host of problems.

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