A new multi-agent system called MACROS has been developed to automate the process of organic structure elucidation from multimodal spectra. This system emulates expert iterative hypothesis-testing and has demonstrated unprecedented zero-shot generalization capabilities on diverse real-world samples, including compounds above 500 Da using 1D NMR. MACROS not only recovers spectroscopic correlations from unassigned data but also exhibits emergent chemical intuition, such as a preference for parsing ring structures first. The system augments chemists by delivering sixfold faster and 40% more accurate elucidations, laying the groundwork for fully automated structure elucidation and accelerating molecular discovery towards autonomous laboratories. AI
IMPACT Accelerates molecular discovery and enables autonomous laboratories by automating complex chemical analysis.
RANK_REASON The cluster describes a research paper detailing a new AI system for a scientific task. [lever_c_demoted from research: ic=1 ai=1.0]
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