Heterogeneous Scientific Foundation Model Collaboration

ArXi:2604.27351v1 Announce Type: new Agentic large language model systems have nstrated strong capabilities. However, their reliance on language as the universal interface fundamentally limits their applicability to many real-world problems, especially in scientific domains where domain-specific foundation models have been developed to address specialized tasks beyond natural language. In this work, we