Agentic AI: A Comprehensive Survey of Architectures, Applications, and Future Directions

arXiv — cs.LGThursday, October 30, 2025 at 4:00:00 AM
The recent survey on Agentic AI highlights a significant evolution in artificial intelligence, addressing the confusion between modern neural systems and older symbolic models. By introducing a dual-paradigm framework, it clarifies the categorization of agentic systems, paving the way for better understanding and application of AI technologies. This matters because as AI continues to advance rapidly, having a clear framework can help researchers and developers create more effective and innovative solutions.
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