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Edison Scientific's Cosmos claims to condense months of PhD-level research into single 12-hour runs and reports seven discoveries spanning neuroscience, materials, and clinical genetics. Core innovations include a structured, continuously updated world model functioning as a shared knowledge graph, plus hundreds of specialized agents performing literature review and data analysis in parallel. Community debate centers on reproducibility, the autonomy-versus-real-time collaboration tradeoff, cost per run and methodological skepticism toward claimed time savings.
