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the decoder · 2026年10月14日

谷歌Deepmind:AI自我改进被高估,自动化能力有限

谷歌deepmind工程师表示,尽管ai编写了75%的生产代码,但人类仍在复杂任务中扮演关键角色,ai的自我改进能力被高估。

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google deepmind engineer haydn belfield reports that ai self-improvement remains far off. ai writes over 75% of production code, but 88% of code changes require human oversight. across 1389 internal argon agent runs, success rates dropped sharply as task complexity increased. humans are essential for creative research, novel experiment design, and long-term planning. google's general capability index shows steady growth in gemini capabilities with no significant acceleration.

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