Benchmarks are broken. Here's why frontier labs treat them as PR.
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Benchmarks are broken. Here's why frontier labs treat them as PR.
The Problem with Benchmarks
Benchmarks are often designed for papers, not products. The result? We get IFEval – a test that measures whether AI can make the letter "n" appear three times. Riveting.
Many datasets themselves are deeply flawed. That's why 30% of "Humanity's Last Exam" answers are wrong and 36% of HellaSwag contains errors. Garbage in,... See more
Benchmarks are often designed for papers, not products. The result? We get IFEval – a test that measures whether AI can make the letter "n" appear three times. Riveting.
Many datasets themselves are deeply flawed. That's why 30% of "Humanity's Last Exam" answers are wrong and 36% of HellaSwag contains errors. Garbage in,... See more
Benchmarks are broken. Here's why frontier labs treat them as PR.
superintelligence teams rely on human evaluations. humans can measure nuance, creativity, and wisdom – things benchmarks can’t.