DeerFlow
PulseAugur coverage of DeerFlow — every cluster mentioning DeerFlow across labs, papers, and developer communities, ranked by signal.
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Meituan and ByteDance release open-source AI models for video and agent tasks
Meituan has released LongCat-Video, an open-source AI model capable of generating videos from text, images, or audio with lip-syncing capabilities. The model supports multi-minute video production at 720p resolution and…
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New framework reveals Deep Research agents vulnerable to misleading information
A new framework called MisKnow-Agent has been developed to study the reliability of Deep Research agents, which are AI systems designed for complex, long-horizon tasks like planning and report generation. Researchers fo…
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Categorical architecture formalizes LLM agent harness engineering
Researchers have introduced a formal theory for agent harness engineering using categorical architecture, specifically the (G, Know, Phi) triple from the ArchAgents framework. This formalization provides a structured ap…
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DeerFlow: Open-source framework manages long tasks with AI and Python
DeerFlow is a new open-source framework designed to manage complex, long-horizon tasks. It integrates language models, web search capabilities, and Python execution to handle these tasks effectively. The framework aims …