Workshop on Resource-Aware Agentic AI

Today’s agents can write and debug code, solve competition-level mathematical problems, and conduct deep research, and are increasingly deployed in everyday products and workflows. However, most of these agents are designed to maximize task performance. They are largely unaware of the resources they consume, including the compute, energy, memory, latency, tool cost, and data required to train them. The Workshop on Resource-Aware Agentic AI brings together academic and industrial experts to explore how to design agents that are both efficient and effective, from training and planning to systems and deployment. Resource awareness is not merely a technical challenge. It is essential to make AI agents accessible to all, not only those with large compute budgets.