Meet PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC

Meet PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC

Multi-modal Large Language Models (MLLMs) have demonstrated remarkable capabilities across various domains, propelling their evolution into multi-modal agents for human assistance. GUI automation agents for PCs face particularly daunting challenges compared to smartphone counterparts. PC environments present significantly more complex interactive elements with dense, diverse icons and widgets often lacking textual labels, leading to perception…

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Meet AI Co-Scientist: A Multi-Agent System Powered by Gemini 2.0 for Accelerating Scientific Discovery

Meet AI Co-Scientist: A Multi-Agent System Powered by Gemini 2.0 for Accelerating Scientific Discovery

Biomedical researchers face a significant dilemma in their quest for scientific breakthroughs. The increasing complexity of biomedical topics demands deep, specialized expertise, while transformative insights often emerge at the intersection of diverse disciplines. This tension between depth and breadth creates substantial challenges for scientists navigating an exponentially growing volume of publications and specialized high-throughput technologies….

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