Agentic AI Systems: A Comprehensive Survey of Architectures, Capabilities, Challenges, and Future Directions

Key Points

• The aim is to provide a thorough overview of agentic AI systems, exploring their architectures, capabilities, and safety challenges.
• Conducted a comprehensive literature review on agentic AI systems
• Analyzed various architectures and applications from 2022 to 2026
• Identified safety challenges and future research directions
• Described key reasoning architectures and their capabilities
• Outlined safety challenges faced by current agentic AI systems
• Highlighted potential future research areas for enhancing agentic AI