MTIA 300 moves networking into the accelerator package; MetaRoCE moves transport control into the NIC. See how the endpoint designs differ.
8135 次 Agent 运行显示，Skill 的主要价值是稳定动作和验证闭环。本文拆解证据边界，并给出可执行的 SKILL.md 设计检查单。
A study of 8,135 agent trials finds skills work mainly as procedural anchors. Use this evidence-based checklist to design better SKILL.md files.
Coding Agent 降低流程制造成本后，UiPath 把价值放在持久执行、可观测性、治理和按量计费的生产运行时。
UiPath Maestro Flow lets coding agents create workflows, then captures value in durable execution, observability, governance, and metered runtime use.
Stripe 与 OpenRouter 的交易把模型路由、用量数据、预算、定价和结算连成一条闭环，真正的资产是 AI 财务控制面。
Stripe's OpenRouter deal links model routing, usage telemetry, budgets, pricing, and billing. The strategic asset is the AI financial control plane.
A code and policy audit of PhoneBuddySDK shows why mobile AI agents need an in-process runtime, plus the evidence still required to ship.
AI 基础设施风险来自同一需求信号对租约、项目融资、担保和抵押资产的同时支撑，1050 亿美元只是信用链的责任上限。
AI infrastructure balance-sheet risk starts when guarantees, leases, SPVs, and collateral depend on the same demand signal.
