Archit Patke, Ph.D., a recent graduate from Prof. Iyer’s DEPEND Group, was named a 2025 Machine Learning Commons Rising Star for his groundbreaking work improving the performance and reliability of GPUs that power today’s AI systems. His research boosts efficiency by teaching machines to work smarter — not harder — while uncovering the causes of GPU failures in advanced hardware like NVIDIA’s A100 and H100. Already recognized by major tech companies and adopted in open-source platforms, Patke’s achievements highlight Illinois’ leadership in next-generation AI innovation.