Deep Research

The paper presents a new reasoning framework—Agentic Reasoning, aimed at enhancing the reasoning capabilities of large language models (LLMs) by integrating external tools. This framework improves the model’s performance in logical consistency, factual accuracy, and deep research ability through structured memory (mind maps), web searches, and computational analysis. The experimental results show that Agentic Reasoning … Read more