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    https://www.technologyreview.com/2026/05/22/1137813/google-i-o-showed-how-the-path-for-ai-science-is-shifting/
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    1. fxp007 22 May 2026
      agentic systems can be designed to call on such tools when they might be useful

      大多数人认为通用AI代理将取代专门的科学工具，但作者认为这两者实际上是互补的，通用AI可以调用专门工具作为其能力的一部分。这一观点挑战了AI发展路径将完全由通用代理主导的主流叙事，暗示专门工具仍将在未来科学AI生态中扮演重要角色。

      non-consensus ai-complementarity specialized-tools
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    technologyreview.com/2026/05/22/1137813/google-i-o-showed-how-the-path-for-ai-science-is-shifting/