The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World

we’re willing to sacrifice efficiency for generality.

IBM, as well plugged into the corporate world as anyone, has organized its growth strategy around providing analytics to companies.

NP-completeness,

The symbolists’ master algorithm is inverse deduction, the connectionists’ is backpropagation, the evolutionaries’ is genetic programming, the Bayesians’ is Bayesian inference, and the analogizers’ is

The solution is to marry machine learning with game theory,

the support vector machine.

Amazon’s Mechanical Turk.

“What I cannot create, I do not understand.”)

the SKICAT (sky image cataloging and analysis tool)