Marketing
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ResearchAug 28, 2026
Google wants AI benchmarks to prove more than leaderboard scores
AI benchmarks are supposed to settle arguments, but the industry has learned how quickly they can become part of the marketing machine. When a model launch depends on a chart, everyone has an incentive to understand the test, optimize around it, and frame the result in the most flattering way.