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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Every Tuesday, Guardian rugby writer Robert Kitson gives his thoughts on the headlines, scrutinises the latest matches and provides gossip from behind the scenes in his unique and indomitable style. See the latest edition here.
One or two days a week, Ellis creates her artworks from the factory floor of Ritherdon & Co in Darwen.