Building Safe AI: A Tutorial on Homomorphically Encrypted Deep Learning

TLDR: In this blogpost, we’re going to train a neural network that is fully encrypted during training (trained on unencrypted data). The result will be a neural network with two beneficial properties. First, the neural network’s intelligence is protected … Read more

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More Info on the Open AI Dota 2 Bot

Our Dota 2 result shows that self-play can catapult the performance of machine learning systems from far below human level to superhuman, given sufficient compute. In the span of a month, our system went from barely matching a high-ranked player to beatin... (more…)

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