We can’t trust AI systems built on deep learning alone
I started reading Rebooting AI last night. I think that Marcus and Davis (so far in the book) take a reasonable approach by wanting to design robust AI. Robust AI requires general real world intelligence that is not provided by deep learning.<p>I have earned over 90% of my income over the last five or six years as a deep learning practitioner. I am a fan of DL based on great results for perception tasks as well as solid NLP results like using BERT like models for things like anaphora  resolution.<p>But, I am in agreement with Marcus and Davis that our long term research priorities are wrong.