There's nothing like necessity of needing to do something to cause you to come up with abstractions that help you break through… — Jeff Dean Abstractions Copy Share Image
I think really what cloud customers care about is, can they get their problem solved on any particular provider's cloud products? — Jeff Dean Care Copy Share Image
I tend to be very impatient, thinking about all the ways we can do something, my mind and hands spinning at a… — Jeff Dean Copy Share Image
Some things are easier to parrellelize than others. It's pretty easy to train up 100 models and pick the best one. If… — Jeff Dean Copy Share Image
I think there are a lot of industries that are collecting a lot of data and have not yet considered the implications… — Jeff Dean Artificial intelligence Copy Share Image
I think robotics is a really hard problem - to make robots that operate in sort of arbitrary environments, like a big… — Jeff Dean Copy Share Image
Vision I think is going to be an important input. Like, if you're using Google Glass, it's going to be able to… — Jeff Dean Dreams Copy Share Image
We're happy to work with military or other government agencies in ways that are consistent with our principles. So if we want… — Jeff Dean Coast guard Copy Share Image
Definitely there's growing use of machine learning across Google products, both data-center-based services, but also much more of our stuff is running… — Jeff Dean Computers Copy Share Image
I think one of the things about reinforcement learning is that it tends to require exploration. So using it in the context… — Jeff Dean Exploration Copy Share Image
Supervised learning works so well when you have the right data set, but ultimately unsupervised learning is going to be a really… — Jeff Dean Copy Share Image
I like working in small teams where people on the team have very different skills than what I have and that banter… — Jeff Dean Ability Copy Share Image
I worry policymakers are not putting enough attention on what we should be planning for 10 years down the road. In general,… — Jeff Dean Attention Copy Share Image
As a society I think we are going to be much better off by having machines that can work in conjunction with… — Jeff Dean Copy Share Image
We want to build systems that can generalize to a new task. Being able to do things with much less data and… — Jeff Dean Being Copy Share Image
AI can help solve some of the most difficult social and environmental challenges in areas like healthcare, disaster prediction, environmental conservation, agriculture,… — Jeff Dean Agriculture Copy Share Image
If you only have 10 examples of something, it's going to be hard to make deep learning work. If you have 100,000… — Jeff Dean Copy Share Image
In order to reason, you need a network to be able to bring in knowledge from several different areas, such as math,… — Jeff Dean Knowledge Copy Share Image
One of the things that inspires me about working for Google is that when we solve a problem here, we can get… — Jeff Dean Copy Share Image
I think that is one of the main goals of pushing forward in machine learning: having computers provide the wisdom that a… — Jeff Dean Artificial intelligence Copy Share Image
The speech recognition is now good enough that I dictate emails on my phone rather than type them in. It's not perfect,… — Jeff Dean Communication Copy Share Image
Computers don't usually have a sense of if you have a picture of something what is in that image. And if we… — Jeff Dean Computers Copy Share Image
Reinforcement learning is the idea of being able to assign credit or blame to all the actions you took along the way… — Jeff Dean Copy Share Image
You need to find someone that you're gonna pair-program with who's compatible with your way of thinking, so that the two of… — Jeff Dean Copy Share Image
