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Author

Vivek Natarajan

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Preprint Sep 2026

Agentic Economies for Autonomous Scientific Discovery

Recent advances in agentic Artificial Intelligence (AI) systems have marked a shift in AI for Science: moving away from the use of individual AI systems for narrow task execution, toward multi-agent systems capable of orchestrating complex, end-to-end research workflows and performing (semi-)autonomous scientific disco...

Nenad Tomasev, Matija Franklin, Atoosa Kasirzadeh et al. · 0 citations
Review Aug 2026

Accelerating Scientific Research with Gemini in the Real-World

An extension and comprehensive real-world validation of Co-Scientist, a Gemini-based multi-agent system designed to accelerate end-to-end scientific research across hypothesis generation, experimentation, and manuscript generation, demonstrates progress toward closed-loop multi-agent scientific AI systems capable of ac...

Samuel Schmidgall, Xiao-Kai Zhu, Marian Shaw et al. · 2 citations
Open access Jun 2026

Towards conversational artificial intelligence for disease management

Advances to the artificial intelligence system AMIE enable it to manage disease across multiple visits while reasoning over a corpus of clinical guidelines and patient history, outperforming primary care physicians on management reasoning tasks.

Valentin Liévin, Anil Palepu, Wei-Hung Weng et al. · 13 citations · ⚡1
Open access Aug 2026

Perturb-ME: Scalable mechanism discovery from phenotype-enriched genome-wide screens

Perturb-ME, along with agentic interpretation, provide a scalable framework for comprehensive functional discovery from phenotype-enriched genetic screens and combines genome-scale CRISPR screening, phenotype-based enrichment and multimodal single-cell profiling.

Han-Chen Wang, Jiacheng Gu, Chris J. Frangieh et al. · 0 citations

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