Google's white paper, "Agents," envisions AI systems capable of reasoning, planning, and autonomous action. AI agents interact with external systems, using tools like APIs for real-time data access and task execution. These agents employ cognitive architectures and retrieval-augmented generation to adapt dynamically and enhance accuracy. Platforms like LangChain and Vertex AI simplify agent deployment, offering businesses transformative efficiency and innovation opportunities.