AIBullisharXiv – CS AI · 9h ago7/10
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LLM-Based Agents for Competitive Landscape Mapping in Drug Asset Due Diligence
Researchers developed an LLM-based agent system for identifying competing drugs in clinical indications, achieving 83% recall compared to 65% and 60% for competitor systems. The agent validates results using an LLM-as-a-judge approach to minimize hallucinations, reducing biotech due diligence analysis time from 2.5 days to 3 hours in production deployment.
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