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IBM’s Watson Chills Out Deep Learning Tools and Closes the AI Gap – brennannovak

======
aurelian
What I find most interesting is that for all the hype around AI, virtually
none of the common applications have been built from scratch using only
deep/probabilistic learning techniques.

For example, word embeddings and their applications are prime examples.
ImageNet, sequence tagging (aka NLP), maybe a couple of other applications
come to mind.

The reason why this doesn’t happen is that the application domain makes use of
a technique, at least by the AI researcher community, but is well-known in
the research community as being non-optimal (e.g. word embeddings, sequence
tagging). The text for comparison would be “actually build a deep learning
system for every application domain”.

——
splittingTimes
The problem is these people are trying to make AI general intelligence. Most
people are content to automate mundane tasks. Let’s be honest, who wants a
personal assistant or an even better self-driving car? If that’s your main
goal, you are going to do something different.

I think the real applications of AI is going to come in in medicine,
security, and finance. I see the real possibility of machines becoming
_better_ than humans at these tasks. In finance, I think they will go directly
from hacking debt market into the derivatives market. Imagine a system
exploiting margin calls against poor traders. It will be brilliant at it.

I don’t know about the rest, but right now I don’t expect a robot to be able
to do what a human can do, barring the computers remaining better at calculation
and memory, and not all of them are.

~~~
minimaxir
> I think the real applications of AI is going to come in in medicine

https://ello.co/1conssimaea/post/njgyfcrpcsc7-jxnrgubsq
https://colab.research.google.com/drive/1gZFRrfnpLWpU76AHzR1AlQ05WMi0dQUU
https://ello.co/caecolmtempga/post/uklz7vclmjw6kmqvuhrxjq
https://ello.co/niscuqnarno/post/mtvlzrx64a1pjid8hz_5nq
https://ello.co/quecagi-de/post/0apscoqipo_z5uqjpmvjxa
https://ello.co/desce0ta_na/post/aw9hnmuqwrsdppctgrviyg
https://colab.research.google.com/drive/1rvH85ipaKfDMs0mdmGA4jSkSFfGGlRwN
https://ello.co/delcolan-de/post/aakpbvaqcabnjqrzugmlaa
https://colab.research.google.com/drive/1Ah1ufqZjK5Drhlku979PPYatTpGGighR
https://ello.co/3persramqanbo/post/w5przhorpwgblnaimagkza

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