Architectural Foundations of Agentic AI:

Abstract The emergence of Large Language Models (LLMs) has catalyzed a paradigm shift from reactive AI systems toward autonomous, goal-directed agents capable of complex reasoning, planning, and tool manipulation. This paper examines the architectura...