2026年被认为是生成式人工智能（Generative AI）从“概念幻觉”转向“实效应用”的元年 [3, 21]。AI技术范式正经历从“聊天”走向“做事”的根本性转变，其核心标志是具备长短期记忆、自主决策能力和多模态交互能力的“AI智能体（AI Agents）”进入规模化落地期 [22, 23, 24]。
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But he told the BBC: "Where practices are struggling and falling short we're not going in there to beat people over the heads, we're going in there to support and to share excellent practice from those who are doing really well with same-day urgent access, making sure that we roll that out."