neural networks

“The cool thing about neural networks is, it used to be the case that people specialized in processing text, images, sound, and these days, this is the same group of people. They, we are using the same method.”

“But now it's all data-driven, so if I hear enough of these unusual words, You see these neural networks actually learn to spell on their own, even considering all the weird exceptions of English.”

“You do not necessarily need to solve your optimization problem, your training exactly. And maybe sometimes, or most of the time you actually don't want it, want to save it exactly because you only have a finite amount of training examples. And so when you thin…”

“Also the type of scanner you're using, are you using a G or a Siemens or Toshiba or whatever they have different settings, And they have different ways of going from the measurements to an image. And so, you know, if you train an algorithm, for instance, a neu…”

“I went to school to study AI. But at the time I was working in the AI lab, the one thing that they told you is definitely don't work on neural networks. We tried that. It doesn't work.”

“And there was real insight that was generated there, which was that it really strengthened our belief that scale was the path to improving artificial intelligence. That with Dota two, the secret idea was that we could take huge amounts of experience and feed i…”

“As we made the autopilot better, basically the neural network grew in capability and size, and in addition to that, all the C++ code was being deleted and kind of like was And a lot of the kind of capabilities and functionality that was originally written in o…”

“And I think what's changed, and I think is a quite fundamental change, is that neural networks became programmable. With large language models. And so I see this as quite new, unique. It's a new kind of a computer. And so in my mind, it's worth giving it a new…”

“Long before the first videos were generated outside that people saw a couple of years earlier inside our labs, we were driving a simulator completely generated by video, and computer, completely generated by neural networks”