
Human vs AI: who writes code faster — and why the studies disagree
Microsoft, GitHub, and METR: AI can cut task time by tens of percent—or slow mature repos by ~19%. Generation speed, quality, and the productivity illusion.
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Microsoft, GitHub, and METR: AI can cut task time by tens of percent—or slow mature repos by ~19%. Generation speed, quality, and the productivity illusion.

AI makes code cheap, not systems. Who stays valuable in 5–10 years, why juniors are exposed, and what to learn in 2026.