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]。
2026年2月23日14时45分，牛被众人抬上沟壑的一面山坡。南方周末记者郑丹摄，详情可参考safew官方版本下载
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