MolClaw: An Autonomous Agent with Hierarchical Skills for Drug Molecule Evaluation, Screening, and Optimization
Computational drug discovery, particularly the complex workflows of drug molecule screening and optimization, requires orchestrating dozens of specialized tools in multi-step workflows, yet current AI agents struggle to maintain robust performance and consistently underperform in these high-complexity scenarios. Here we present MolClaw, an autonomous agent that leads drug molecule evaluation, screening, and optimization. It unifies over 30 specialized domain resources through a three-tier hierar
Record details
Published: 2 April 2026
Source: arXiv
Category: Research
Topics: Healthcare · Agents & autonomy · Biotech
Retrieved: 14 July 2026
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How to cite this record
ethics.ai (2 April 2026), “MolClaw: An Autonomous Agent with Hierarchical Skills for Drug Molecule Evaluation, Screening, and Optimization,” evidence record 6455, https://ethics.ai/record/6455 (originally published by arXiv).
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