In 2015, an A.I.-powered Twitter bot did something a little out there—avant-garde, one might say. It tweeted, “I seriously want to kill people,” and mentioned a fashion event in Amsterdam. Dutch police questioned the owner of the bot over the death threat,claiming he was legally responsible for its actions, because it was in his name and composed tweets based on his own Twitter account.
Source: slate.com
Swift for TensorFlow provides a new programming model for TensorFlow – one that combines the performance of graphs with the flexibility and expressivity of Eager execution, while keeping a strong focus on improved usability at every level of the stack. In order to achieve our goals, we scope in the possibility of making (carefully considered) compiler and language enhancements, which enables us to provide a great user experience.
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While simple, this thought experiment highlights some important aspects of human intelligence. For some tasks, we use a trial-and-error approach, and for others we use a planning approach. A similar phenomena seems to have emerged in reinforcement learning (RL).
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