Math with Bad DrawingsCartoon Archive

Human Learning vs. Machine Learning

August 7, 2025

A human recognizes a cat at a glance; a neural network wants a hundred thousand more examples.

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Free for classrooms, worksheets, slides and other non-commercial use under CC BY-NC 4.0, with credit to Ben Orlin.

Cartoon by Ben Orlin, Math with Bad Drawings. https://cartoons.mathwithbaddrawings.com/2025-08-07-human-learning-vs-machine-learning/ (CC BY-NC 4.0)
Transcript

[HUMAN LEARNING] A person sees a cat: "Ooh! Cat!"

[MACHINE LEARNING] A neural network sees a cat: "iiiiiiinteresting, can you show me 10⁵ more examples and 10⁶ counterexamples?"

Topics
Computer Science › Machine LearningComputer Science › Neural NetworksStatistics › Sample Size
Level
Middle SchoolHigh SchoolCollege
Themes
TechnologyAnimals