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AI Engineer July 15, 2025

Benchmarks Are Memes: How What We Measure Shapes AI—and Us - Alex Duffy, Every.to

Summary

The main theme is that benchmarks, like memes, are powerful, spreading ideas that shape the AI landscape. Key subjects include the origination of the term "meme" by Richard Dawkins, examples like Christianity and capitalism, and specific AI benchmarks such as "humanity's last exam" and the infamous "RS and strawberry" error. The practical takeaway is that as AI models become more sophisticated, current benchmarks are becoming saturated and less effective, leading some developers to move beyond them.

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