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MoA vs. Moat: Agentic LLMs for Drug Competitor Mapping Cut Diligence Time 20×

TL;DR for operators A recent arXiv paper on LLM-based agents for drug-asset due diligence shows something more useful than “AI does research now.” It shows a practical operating pattern: convert past expert memos into a measurable benchmark, send a persistent web-search agent to maximise competitor recall, then pass candidates through a stricter validator before analysts see them.1 ...

August 25, 2025 · 17 min · Zelina