this post was submitted on 24 Jan 2025
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People are actively working on different approaches to address reliability. One that I like in particular is neurosymbolic type of model where deep neural networks are used to classify data and find patterns, and a symbolic logic engine is used to actually reason about it. This basically gives you the best of both worlds. https://arxiv.org/abs/2305.00813