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Max Effort Costs 42 More and Solves Less: The Reasoning-Effort Trap
Every frontier model now ships with a dial: low, medium, high, max. The pitch is simple — more thinking, better answers, just pay more. A paper posted to arXiv on October 25, 2026, measured what that...