从自主智能体到认知共生体：迈向AI增强人类智能
From Autonomous Agents to Cognitive Symbionts: Toward AI-Augmented Human Intelligence
物理AI应通过终身认知共生体增强人类智能，该共生体通过感知、情境保留和主动协助来弥补认知差距，需要嵌入式治理。大型基础模型和个人智能体已能独立完成多步任务，但人类仍会遗忘知识、忽略信息、缺乏历史参考，因为能提供帮助的机器处于情境之外。
Published on Nov 3
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Abstract
Physical AI should include AI-augmented human intelligence via lifelong cognitive symbionts that close cognitive gaps through sensing, context retention, and proactive assistance, requiring embedded governance.
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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