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WorkAmazon Science
KeyRank 72The overthinking problem in AI
As reasoning models become central to enterprise AI, their computational inefficiency poses a fundamental cost problem. Amazon's research into metacognitive AI addresses a critical scaling bottleneck that will define competitive advantage in the AI economy.
Why it ranks · · Reasoning models generate 7-10x more tokens than necessary on simple tasks · 2025-11-26
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