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Not asking for AGI in a day, just a concrete algorithm/model/system. Its easy for you to poke holes in existing DL systems, but its currently impossible for us to poke holes in yours. I'd be happy to add a symbolic baseline to my next paper, but one has to exist.
I actually think benchmarks are to some degree the wrong way forward, and have said that for two decades. People need to take a step back, and reflect on where things stand, rather than rushing into the next bakeoff.
How do we "reflect on where things stand" without empirical measures? I mean proofs would work, but don't seem nearly sufficient.
you have start by looking hard at failures, and what causes them. i documented some, now we have many adversarial cases, and things that are buried in footnotes like BERT’s failure on Winograd schemas
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