A new study by METR could not replicate a 2025 experiment that claimed AI made developers more productive, as participants refused to work without AI assistance. Subsequent surveys and corporate reports reveal that AI coding tools often slow development, generate more bugs, and inflate costs. Amazon halted a token‑tracking leaderboard after employees gamed it, while Uber burned through its entire AI budget in four months without measurable gains. Experts warn that the industry’s reliance on AI-driven token consumption as a productivity metric is misguided and call for stronger code‑review practices.
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