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]。
"Now I'm asking, is that coming forwards towards us? Is it the end of the century?" he asked.
，这一点在夫子中也有详细论述
"It is important that the taskforce is established as soon as possible," said Welsh, "because without it we don't have that driving force [and] those big, bold policies."
They cited VirusTotal and essentially said: “Go fix everyone else first.”