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Maybe. I take a really optimistic view of attention based mechanisms, like I explained and added to my original post. If you read the recent reformer paper, the
by corporateslave5 7y ago
Maybe. I take a really optimistic view of attention based mechanisms, like I explained and added to my original post. If you read the recent reformer paper, they produce a new way of computation to start building a model that can in some way, encode the relationships between different parts of war and piece. The bottle neck right now is computation, we don’t know how well these models can learn when that bottle neck is removed!
I’m optimistic because I believe that the contextual information that you are describing, is already there in the vast expanse of the internet.
But I will also add, I think none of this will spawn AI, just that it will spawn new technologies that are categorically different.
- m0zg 7y agoI think it will merely spawn technologies that are less fragile, yet still too fragile and unsophisticated to be practical for full blown conversational user interface the likes of which you see in the Avengers movies. It will (and already does) make a difference in simpler tasks where you can get away with just counting numbers, such as search/retrieval, simple summarization, constrained dialogue in chatbots, stuff like that.