LLMs like ChatGPT are transitioning from conversational interfaces to autonomous agents capable of executing complex tasks. This shift moves AI beyond text generation into active drug development and workplace automation. Practitioners must now focus on orchestration frameworks that allow models to interact with external software. Success depends on reliable execution over mere fluency.