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Multi-Agent Tool-Integrated Policy Optimization Boosts LLM Reasoning

MATPO lets a single LLM act as planner and worker, achieving about an 18% relative gain over strong single‑agent baselines. The pre‑print was posted on 6 Oct 2025. Read more: getnews.me/multi-agent-tool-integra... #llm #multiagent #toolintegration

Mars: Simplifying Bioinformatics Workflows Through a Containerized Approach to Tool Integration and Management Abstract. Bioinformatics is a rapidly evolving field with numerous specialized tools developed for essential genomic analysis tasks, such as read simulatio

Mars: Simplifying Bioinformatics Workflows Through a Containerized Approach to Tool Integration and Management. #BioinformaticsWorkflows #ToolIntegration @bioinfoadv.bsky.social
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