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cs.AI2026
Hunt Globally: Wide Search AI Agents for Drug Asset Scouting in Investing, Business Development, and Competitive Intelligence
Vlad Vinogradov, Alisa Vinogradova, Luba Greenwood +7
Bio-pharmaceutical innovation has shifted: many new drug assets now originate outside the United States and are disclosed primarily via regional, non-English channels. Recent data…
cs.AI2026★ 1 cited
LLM-Based Agents for Competitive Landscape Mapping in Drug Asset Due Diligence
Vlad Vinogradov, Alisa Vinogradova, Dmitrii Radkevich +6
In this paper, we describe and benchmark a competitor-discovery component used within an agentic AI system for fast drug asset due diligence. A competitor-discovery AI agent, given…