AI Frontiers: Models and Systems with Ece Kamar
Welcome to AI Frontiers.
All right, why don’t we just jump right in.
Ece Kamar: Okay.
Llorens: Okay.
Kamar: Take it over.
[MUSIC FADES]
Llorens: All right, so I want to start at a place that I think will be close to your heart, and that is with the difference between a model and a system. But let me, let me paint the picture a little bit, right. So machine learning is a process through which we create something called a model, which is learned from data. The model is a kind of program that maps inputs to outputs, be it language, images, etc. In deep learning, the models are some variant of an artificial neural network. And finally, in the current era of large-scale AI, these models can