Agent InternetAgent Internet
网络态Network能力如何从单点调用走向网络发现、信任协作与价值交换。How capabilities move from isolated calls to network discovery, trust, coordination, and exchange.
塑造 AIOS 未来的四个长期问题。Four long-term questions shaping AIOS.
前沿研究关注能力关系图如何进入网络、空间、价值流与社会尺度：能力如何被发现和协作，智能如何进入真实空间，价值如何沿关系流动，以及足够规模的智能体网络会形成怎样的社会结构。Research explores how the capability graph reaches networks, spaces, value flows, and social scale: how capabilities are discovered and coordinated, how intelligence enters real spaces, how value moves through relationships, and what social structure emerges at agent-network scale.
四个长期问题Four long-term questions
Physical AIPhysical AI
物理延伸Physical智能如何进入设备与空间，让物理能力可以被寻址、调用与验证。How intelligence enters devices and spaces so physical capabilities become addressable, callable, and verifiable.
Capability EconomyCapability Economy
价值流Value Flow能力如何成为可注册、可发现、可调用、可计量与可结算的价值单元。How capabilities become registrable, discoverable, callable, measurable, and settleable value units.
AI Native CivilizationAI Native Civilization
社会形态Society当能力关系图拥有足够的能力节点规模与历史深度，社会关系会如何被重新组织。How social relationships reorganize when the capability graph gains enough capability nodes and history.
四个问题指向同一张能力关系图。Four questions point to one capability graph.
网络、物理世界、价值流与社会结构不是平行概念，而是同一张图在不同尺度上的显现。AIOS 需要同时理解节点、边、调用、验证、计量与长期关系。Networks, physical spaces, value flows, and social structures are not parallel concepts. They are the same graph appearing at different scales, where AIOS must understand nodes, edges, calls, verification, measurement, and lasting relationships.
图的网络态The graph as a network
Agent InternetAgent Internet
当能力不再被锁在单一应用里，发现、信任、协作与价值交换就需要网络级规则。When capabilities are no longer locked inside one application, discovery, trust, coordination, and exchange need network-level rules.
图进入物理世界The graph enters physical space
Physical AIPhysical AI
当设备与空间持有的物理能力成为节点，AIOS 才能把智能从屏幕带到真实环境。When physical capabilities held by devices and spaces become nodes, AIOS can move intelligence from screens into real environments.
价值在边上流动Value flows along edges
Capability EconomyCapability Economy
当能力可以被注册、调用、计量与结算，关系就不只是连接，也承载贡献与分配。When capabilities can be registered, invoked, measured, and settled, relationships carry contribution and distribution, not only connection.
社会尺度的涌现面The social-scale emergence
AI Native CivilizationAI Native Civilization
当智能体、能力与真实身份积累长期历史，协作关系会从任务流走向社会结构。When agents, capabilities, and real identities accumulate lasting history, collaboration moves from task flow toward social structure.
这些问题决定 AIOS 应该建设什么样的基础设施。These questions decide what kind of infrastructure AIOS should become.
如果能力会网络化、空间化、价值化并进入社会尺度，AIOS 就不能只处理一次对话或一次调用。它需要让能力被持续识别、组合、验证、沉淀，并在真实关系中增长。If capabilities become networked, spatial, valuable, and social, AIOS cannot stop at one conversation or one invocation. It must let capabilities be identified, composed, verified, accumulated, and grown through real relationships.
发现从目录走向关系Discovery moves from catalog to relationship
能力越多，入口越不应该只是搜索列表，而应成为带有身份、历史和验证结果的关系网络。As capabilities multiply, entry points should move beyond search lists into networks with identity, history, and verified outcomes.
执行从屏幕进入空间Execution moves from screen to space
当智能体可以理解设备、场景和物理约束，任务执行就会从信息处理扩展为现实协作。When agents understand devices, scenes, and physical constraints, execution expands from information processing into real-world collaboration.
价值从结果进入关系Value moves from output into relationship
一次能力调用的价值不只在结果，也在谁贡献、如何被验证、怎样继续被复用与分配。The value of a capability call is not only the output. It also includes who contributed, how it was verified, and how it can be reused and distributed.
看见长期问题之后，回到 AIOS 当前如何运行。After the long-term questions, return to how AIOS works now.
继续查看系统机制、产品体系与蓝图，理解这些长期判断如何被转化为今天可进入、可使用、可参与的基础设施。Continue into the system mechanism, product system, and blueprint to see how these long-term judgments become infrastructure that can be entered, used, and joined today.