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I am a director of a group working on AI/ML/robotics projects at a small company. We're especially focused on collaborative decision-making for autonomous vehicles.
Never before has the 'understanding' piece for #AI been more important “It is that “decoding” process that is the ‘U’ in NLU — that is, understanding the thought behind the linguistic utterance is exactly what happens in the decoding process” https://buff.ly/3s4jc29 #voicefirst
Machine Learning Won't Solve Natural Language Understanding

An argument that it is time to re-think our approach to natural language understanding, since the ‘big data’ approach to NLU is implausible and both technically and theoretically flawed..

The Gradient