DrugHarness: An Evolvable Agent System for Computational Drug Discovery
In brief
- DrugHarness integrates over 80 scientific operations and biomedical tools for drug discovery workflows.
- The agent induces and evaluates actionable skills from execution trajectories and feedback loops.
- Results: 10.8-point accuracy improvement and 55% increase in active hits on MolBench compared to prior methods.
DrugHarness is an evolvable agent system designed for AI-assisted drug discovery. It combines composable scientific operations and conditional skill induction, integrating over 80 biomedical tools and resources. Results show significant gains in accuracy and efficiency compared to existing methods.
What it changes for you
- HealthReduces time and costs for molecular screening and therapeutic compound optimization.
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