【论文】Sage-A1.5: From Long-Horizon Execution to Scientific Exploration with Capability Composition

arXiv 2610.28578 · 31 人推荐 · 附代码 InternScience/Agents-A1（571 stars）。In this report, we introduce Sage-A1.5, a 35B Mixture-of-Experts agentic model that builds on A1 to advance long-horizon problem solving through adaptive capability composition. Compared with A1, Sage-A1.5 learns not only to solve individual tasks, but also to organize work and revise its approach during execution. Sage-A1.5 highlights three improvements: agentic orchestration, verification, and open scientific discovery. First, agentic orchestration extends single-agent execution through task d