[Review] Super Crunchers: Why Thinking-by-Numbers Is the New Way to Be Smart (Ian Ayres) Summarized.

[Review] Super Crunchers: Why Thinking-by-Numbers Is the New Way to Be Smart (Ian Ayres) Summarized.
9Natree
[Review] Super Crunchers: Why Thinking-by-Numbers Is the New Way to Be Smart (Ian Ayres) Summarized.

Oct 31 2026 | 00:10:00

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Episode • October 31, 2026 • 00:10:00

Show Notes

Super Crunchers: Why Thinking-by-Numbers Is the New Way to Be Smart (Ian Ayres)

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#Multipleregressionanalysis #Randomizedcontrolledtrials #Evidencebasedmedicine #Sabermetrics #Bordeauxvintageprediction #SuperCrunchers

Published in 2007, Super Crunchers: Why Thinking-by-Numbers Is the New Way to Be Smart is a popular nonfiction book by Yale law professor and economist Ian Ayres. It examines the growing use of large datasets, statistical prediction, and controlled experiments to make decisions once dominated by professional instinct. Ayres calls this shift super crunching: the use of quantitative methods, especially regression analysis, to identify patterns that individuals cannot reliably detect by observation alone. The book moves across fields including wine pricing, baseball, medicine, education, credit, advertising, and public policy. Its purpose is not to teach formal statistics step by step, but to show why evidence generated from many observations can outperform unaided judgment. Ayres presents data analysis as a challenge to prestige-based expertise, while also recognizing that models depend on the quality of their inputs and the questions they are asked. The result is an accessible account of an early data-driven transformation in professional and everyday decision-making.

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