Tag
This paper presents SCION, an agentic scientific operating system that integrates AI tools for scientific discovery through a Research Execution Plan (REP) and hierarchical multi-agent execution. It demonstrates applications in materials analysis, molecule design, and protein screening, outperforming existing autonomous research-agent baselines.
Ariadne is a decoder-only route generator for retrosynthetic planning that frames the target, optional constraints, and route as a prompt-completion sequence, achieving superior performance with much less computation compared to traditional search-based planners.