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Rui Sun
Senior Scientist, Generative AI & Agentic Modeling
,
Takada
Rui Sun, Senior Scientist, Generative AI & Agentic Modeling, Takeda will speak on the data management slot replacing Julia Fox on validating deep research AI agents for drug discovery. Her talk will cover where and how these agents fit in the broader rise of agentic AI, what good prompting looks like, and the most
common ways their reports go wrong. She will also discuss how benchmarks and lightweight LLM-as-judge evaluations can support continuous quality control.
Sessions
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Judging Deep Research Agents: Validation for Drug Discovery AI03-Jun-2026Biopharma Data Management Stage