3 papers
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
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…
q-bio.QM2025
Bioptic B1: A Target-Agnostic Potency-Based Small Molecules Search Engine
Vlad Vinogradov, Ivan Izmailov, Simon Steshin +1
Recent successes in virtual screening have been made possible by large models and extensive chemical libraries. However, combining these elements is challenging: the larger the mod…