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Models and Modeling

Models and modeling provide the tools to create algorithms that can predict conditions, generate outputs, and take actions in the real world.

Previously, we might use machine learning in a few sub-components of a system. Now we actually use machine learning to replace entire sets of systems, rather than trying to make a better machine learning model for each of the pieces.
— Jeff Dean
The thing that’s going to make artificial intelligence so powerful is its ability to learn, and the way AI learns is to look at human culture.
— Dan Brown