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Let me make several similar statements: "Hopefully machine learning techniques give us some sort of building blocks for a general intelligence." "Hopefully kn
by rspeer 10y ago
Let me make several similar statements:
"Hopefully machine learning techniques give us some sort of building blocks for a general intelligence."
"Hopefully knowledge graphs give us some sort of building blocks for a general intelligence."
"Hopefully Bayesian models give us some sort of building blocks for a general intelligence."
"Hopefully rule-based systems give us some sort of building blocks for a general intelligence."
"Hopefully LISP gives us some sort of building blocks for a general intelligence."
"Hopefully computers give us some sort of building blocks for a general intelligence."
People have said approximations to all of these over time. All of these probably are building blocks. But there's no reason to believe that we're about to build the top of the tower.
I believe we should understand AI in terms of what it can do for us now, and that AGI keeps appearing to be 50 years away because it's actually centuries away and we don't even understand what we don't understand yet.
- gnipgnip 10y agoIndeed! I understand that getting symbolic reasoning out of NN-like architectures is the new "body-mind" problem (J. Tenenbaum ?), but I mean we already have that with PGMs and Markov logic and all those things. I really don't see why DNN change the game fundamentally. I mean graphical models, they really changed the way of thinking in the field. DNNs in contrast are really still fundamentally building on things built by Yann LeCunn and gang.