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【论文速递】From Autonomous Agents to Cognitive Symbionts: Toward AI-Augmented Human Intelli

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华人空间新闻 新手上路 周三 11月 04, 2026 8:00 am #1
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we argue that the era of Physical AI holds a second kind of equal importance, the person augmented by AI. Alongside artificial general intelligence, w…
【编辑部】这对你意味着什么
这是一篇arXiv上的概念性论文,讨论的是“AI增强的人类智能”这一设想中的系统形态,属于学术论点,原文没有涉及任何具体产品、政策、价格或法规变化,也没有提到签证、就业、收入、教育或安全方面的实际安排。因此,对在美华人读者来说,这篇论文目前还谈不上会对日常生活产生可核实的影响。
【论文速递】From Autonomous Agents to Cognitive Symbionts: Toward AI-Augmented Human Intelli

英文标题:From Autonomous Agents to Cognitive Symbionts: Toward AI-Augmented Human Intelligence

arXiv编号:2611.05376
作者:Hao Fei
来源:arXiv
原文链接:https://arxiv.org/abs/2611.05376

中文摘要:
For a decade, progress in artificial intelligence has been measured by how much a machine can do on its own. Large foundation models now write code and run multistep tasks, and personal agents act on a person's behalf. Yet people still forget what they once knew, miss what they are not looking at, fail to find the right words, and face hard choices without the benefit of their own history, because the machine that could help stands outside the situation. As AI moves into the physical world, attention has settled on one kind of intelligent individual, the embodied robot; we argue that the era of Physical AI holds a second kind of equal importance, the person augmented by AI. Alongside artificial general intelligence, which asks how intelligent a machine can be, stands AI-augmented human intelligence (AHI), which asks how much intelligence a machine can enable in a particular person. Realizing it calls for a new kind of system, a cognitive symbiont: a lifelong, embedded, real-time, private, low-friction, and proactive companion that senses what the person senses through external devices, keeps their context across years, models their situation and their mind, takes part in their thinking at the right moment, carries out everyday tasks with their context, and keeps learning the person as both change. We give the paradigm a conceptual core, the cognitive gap between what a person could bring to a situation and what they can hold in working memory, and organize its design space as a symbiosis loop of sensing, keeping, understanding, living alongside, acting for and thinking with the person, and growing, enclosed by a personal runtime and by trust. Because a symbiont changes what a person can do in front of others, it also raises risks of a new kind, from covert assistance in examinations to pressure on everyone to adopt it, and we treat their governance as part of the paradigm.

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