Transportation, with self-driving vehicles, is going to be a big use of machine learning. — Jeff Dean Artificial intelligence Copy Share Image
There's a lot of work in machine learning systems that is not actually machine learning. — Jeff Dean Copy Share Image
In Google data centers, our energy usage throughout the year for all our computing needs is 100 percent renewable. — Jeff Dean Climate 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
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
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
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
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
People in my organization were very outspoken about what we should be doing with the Department of Defense. One of them is… — Jeff Dean Autonomous 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
Previously, we might use machine learning in a few sub-components of a system. Now we actually use machine learning to replace entire… — Jeff Dean Artificial intelligence Copy Share Image
It's nice to have short-term to medium-term things that we can apply and see real change in our products, but also have… — Jeff Dean Copy Share Image
Some people are happy to work in a particular domain or some field of computer science for years, and years. I personally… — Jeff Dean Computer science Copy Share Image
Health care - the ability of neural networks to ingest lots of data and make predictions is very well suited to this… — Jeff Dean Data Copy Share Image
We have a lot of work to do to get really important useful capabilities into people's hands - self-driving cars are going… — Jeff Dean Copy Share Image
One thing I think is true is that is you have someone who's really good in one or a few areas they… — Jeff Dean Copy Share Image
I think true artificial general intelligence would be a system that is able to perform human-level reasoning, understanding, and accomplishing of complicated… — 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
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 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
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
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
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
