One of the great things at Google is that there's always something new; you can't really fall into a set routine. That's true on a week-to-week basis as we respond to a fas...
When I started in 1980, AI meant this: a graduate student writes down facts in some declarative language, and fiddles with the facts and the inference mechanism until she g...
I remember vividly the day in the early 1980s when Geoff Hinton came to Berkeley to give a talk on his Boltzmann Machine work. To me it was an amazing vision -- he discarde...
“Classic” Google was an information retrieval company: you give a query, we quickly respond with ten suggestions of relevant pages, and it is your job to make sense of the ...
Is there any place for software engineers that do not learn AI or Machine Learning in the next 10 years or does everyone have to learn it?
Machine Learning will be (or perhaps already is) such an important part of software engineering that everyone will have to understand where it fits in. But just like, say, ...
I was lucky enough to go to a High School (in Newton, Mass.) where I could take both a computer programming class and a Linguistics class. That got me interested in putting...
Is it true that Google “Does not have better algorithms but only more data”?
I quoted a paper by Michele Banko and Eric Brill, then with Microsoft Research, that surveyed algorithms for doing word sense disambiguation, and showed that you get more i...
Are symbolic AI approaches still relevant after the recent successes of deep learning?
Yes. We developed a lot of powerful mechanisms around symbolic AI: logical inference, constraint satisfaction, planning, natural language processing, even probabilistic inf...
I think the ideas in Common Lisp did fix the world. If you go back to 1981, Lisp was considered unusual because it had features like the following that were not known to C ...
Don't think of it as a transition -- think of it as an addition of a skill set. The point of AI is to build systems, and that's what you've already been doing. So you have ...
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