Artificial Intelligence is moving beyond simple question-and-answer capabilities. Large Language Models (LLMs) like GPT are entering a new phase where agency—the ability to act, reflect, plan, and collaborate—takes center stage. Experts such as Stanford’s Andrew Ng highlight that agent workflows may drive more progress than new foundation models themselves. This shift shows that AI’s future is not only about output but about process, structure, and autonomy.