{"ID":5552861,"CreatedAt":"2026-07-02T01:54:51.863792489Z","UpdatedAt":"2026-07-08T23:44:50.803446653Z","DeletedAt":null,"paper_url":"https://arxiv.org/abs/2607.00248","arxiv_id":"2607.00248","title":"Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity","abstract":"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.","short_abstract":"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 sce...","url_abs":"https://arxiv.org/abs/2607.00248","url_pdf":"https://arxiv.org/pdf/2607.00248v1","authors":"[\"Bytedance Seed\"]","published":"2026-06-30T22:57:43Z","proceeding":"cs.AI","tasks":"[\"cs.AI\"]","methods":"[]","has_code":false}