Jian, Y. 2025. Conceptual Foundations of LLM-Powered Agents: From Language Processing to Autonomous Reasoning. Scientific Journal of Intelligent Systems Research. 7, 4 (Apr. 2025), 29–35. DOI:https://doi.org/10.54691/atmxvb43.