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The promise and pitfalls of AI

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Abstract

DARPA has made significant investments in artificial intelligence (AI) research since the 1960s. The past year has seen dramatic growth in AI capabilities, primarily from large pre-trained models (LPTMs) like ChatGPT. While LPTMs bring novel, emergent capabilities, they also create the opportunity for failures that could occur quickly and at scale. This talk will cover some of the recent advances in LPTMs, the downsides of current LPTMs, areas where DARPA believes significant investment in AI is still required to support national security, and recent results from DARPA AI programs.

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