Idea Ripper // ArchiveCards: 1555 [Live] | Updated: 2026-10-14
Card #c55IR // #c55Synthesis

Machine learning—the art and science of building software systems that can detect patterns and formulate winning strategies after being shown many examples—is finally fulfilling its early promise and accomplishing useful work.

— In our words · Source: Machine, Platform, Crowd (Andrew McAfee & Erik Brynjolfsson)

[Use when]

When you need the one-sentence version of what machine learning actually is.

[Why it matters]

The hinge of the whole machine section: ML is pattern detection from examples, not programmed rules — which is why it suddenly started working.

More from Machine, Platform, Crowd

#c50We will try to convince you that because of recent technological changes, companies need to rethink the balance between minds and machines,…When you're deciding where the next dollar of investment goes: mind or machine, product or platform, core or… #c51They found 136 such studies, covering everything from prediction of IQ to diagnosis of heart disease. In 48% of them, there was no…When an expert's gut says one thing and the model says another. #c52There is no controversy in social science that shows such a large body of qualitatively diverse studies coming out so uniformly in the same…When someone defends expert intuition against the data.