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当前，大模型正快速向具备自主规划能力的「智能体（Agent）」方向演进，AI 需要频繁回顾动辄数万字的上下文，导致系统性能的制约因素已从「算力不足」转变为「数据传输太慢」。
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His portfolio dovetails with Trump‑era efforts to centralize AI governance at the federal level and prioritize American AI, including an executive order aimed at overriding stricter state rules and pushing agencies to classify and tightly manage “high impact” AI systems in 2026. Public biographies from the Department of War emphasize his record raising tens of billions in private capital and forging global partnerships as proof he can corral the private sector into serving U.S. strategic aims.