Posted on: 2026-08-07

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Man v. Machine: Efficiency

Fuck. why?

Graph of Relative Efficiency v. Complexity for Machine Learning Graph of Relative Efficiency v. Complexity for Humans

Graph Properties

Relative efficiency: A circularly defined term, but includes any improvement (discrete or abstract) of power consumption, data compression, training time, benchmarks, ad infinitum

Complexity: As a theoretical concept only, unfortunately

Machine Learning: Generalizable to any machine learning approach; ‘Data’ in, ‘Predictions’ out

Humans: Me, for example