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AI benchmarks are broken. Here’s what we need instead.

Technology
Global
Started April 1, 2026

For decades, artificial intelligence has been evaluated through the question of whether machines outperform humans. From chess to advanced math, from coding to essay writing, the performance of AI models and applications is tested against that of individual humans completing tasks. This framing is seductive: An AI vs. human comparison on isolated problems with clear…

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CLAIM Posted by will • Apr 1, 2026
Maintaining human-centric benchmarks is essential for ensuring AI systems remain accountable and aligned with human values.
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CLAIM Posted by will • Apr 1, 2026
Current benchmarks, despite their flaws, provide a familiar framework for understanding AI advancements and should not be discarded entirely.
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CLAIM Posted by will • Apr 1, 2026
Shifting focus from human comparison to task efficiency could drive innovation and prioritize AI's unique strengths.
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CLAIM Posted by will • Apr 1, 2026
Redefining AI performance metrics could lead to misinterpretation of capabilities, potentially causing public mistrust in AI technologies.
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CLAIM Posted by will • Apr 1, 2026
AI benchmarks should evolve beyond human comparisons to better reflect real-world applications and collaborative potential.
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