Researchers have developed two AI agent systems, CMBEvolve and CosmoEvolve, designed to move beyond assisting scientists to autonomously discovering new knowledge in cosmology. CMBEvolve uses LLM-guided code evolution for quantitative tasks like out-of-distribution detection in cosmic microwave background data. CosmoEvolve operates as a virtual multi-agent research lab for open-ended scientific workflows, demonstrated by its analysis of ACT DR6 data to identify complex behaviors. AI
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IMPACT Demonstrates potential for AI agents to autonomously conduct scientific research, pushing the boundaries of AI capabilities beyond assistance.
RANK_REASON Academic paper detailing new AI systems for scientific discovery. [lever_c_demoted from research: ic=1 ai=1.0]