Excellent debate! Clearly, human common sense derives, in great part, from he wealth of a-priori knowledge that has accumulated through evolution and which is embedded in genetically-instantiated neural subnetworks. DL has none of this on its drawing board.
What really is at stake in current debates about deep learning & AI? A reply to #deeplearning pioneer Yoshua Bengio.https://link.medium.com/pFZy4GfpJ0
-
-
- 3 more replies
New conversation -
-
-
Nice! Yoshua Bengio confirming what I've been saying about Deep Learning (System 1 - Intuition) for a while now: https://gumroad.com/products/IHDj
#deeplearning#ai#intuition -
BTW, here's my Intuition Machines vs Algebraic Minds (
@GaryMarcus) arguments:https://medium.com/intuitionmachine/intuition-machines-versus-algebraic-minds-fad052b46ad5 …
End of conversation
New conversation -
-
-
if you're not advocating for a "simple hybrid" between symbolism & connectionism, then can you please point to a single implementation that: a) is representative of the thing you have in mind, and b) succeeded on a challenging task that has escaped a pure DL system?
-
as i have explained before AlphaGo is actually a great example: monte carlo tree search plus deep learning. since i heard you read the book, am surprised you missed this.
- 1 more reply
New conversation -
-
-
Important discussion! Indeed, AlphaGo is a hybrid AI approach. Hybrid AI is also at the heart of (deep) probabilistic (logic) programming, which may also provide a growth path for the computational modelling of complex intelligent systems that see, read, understand, and act.
Thanks. Twitter will use this to make your timeline better. UndoUndo
-
-
-
It is amusing that companies keep results under NDA. as if observing learning systems is some how a trade secret. And as if it’s a good idea for advancement in understanding should be kept hidden. This is one thing AI folks should work on. Transparency.
-
That is the only way to support the claim that a rock can be conscious.
End of conversation
New conversation -
-
This Tweet is unavailable.
Loading seems to be taking a while.
Twitter may be over capacity or experiencing a momentary hiccup. Try again or visit Twitter Status for more information.