Seed2.0：AI终于开始处理真实世界的复杂任务
大多数AI模型在实验室里表现完美，一遇到真实世界的混乱就露馅。Seed2.0系列反其道而行：先找出用户真正需要什么，再构建评测体系，专门攻克两个硬骨头——长尾知识和复杂指令跟随。它不只是刷榜，而是在推理、视觉理解、搜索等基础能力上全面升级，让AI开始能处理那些需要多步推理、依赖罕见知识的真实任务。虽然它还不是万能，但方向对了：从“考试型AI”转向“干活型AI”。
📄 原文摘要(英文)
We present Seed2.0, a model series that takes a meaningful step toward solving complex, real-world tasks. Our approach begins with identifying users' genuine needs and constructing a reliable, forward-looking evaluation system by selecting and abstracting benchmarks grounded in these needs and in realistic, complex scenarios. Guided by this evaluation system, Seed2.0 targets two persistent challenges, long-tail knowledge and complex instruction following, substantially improving the model's reliability on intricate, long-horizon tasks. Beyond these, Seed2.0 delivers world-leading reasoning intelligence, visual understanding, and search capabilities that address the most common needs of a broad user base. Through extensive real-world use cases documented in this model card, we demonstrate that Seed2.0 begins to exhibit the ability to handle initial complex real-world tasks, delivering greater value to hundreds of millions of users.