过去两年，千问团队在林俊旸的带领下，维持着一种极其高效的“垂直整合”模式——从预训练、后训练、多模态到基础设施（Infra），技术团队在统一的指挥棒下紧密协同。这种模式造就了 Qwen 极快的迭代速度，使其在全球开源榜单上屡次硬刚顶级国际竞品。
The technical sophistication of AI models continues advancing rapidly, with implications for optimization strategies. Future models will better understand nuance, maintain longer context, cross-reference information more effectively, and potentially access real-time data more seamlessly. These improvements might make some current optimization tactics less important while creating new opportunities for differentiation.
，这一点在快连下载中也有详细论述
杜拜：中東樞紐在伊朗攻擊下陷入困境，機場碼頭和著名酒店現場直擊
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