On December 11th, 2025, Ambiq joined the EE Times AI Everywhere 2025 Virtual Event, a premier gathering where the future of AI takes center stage. As the industry accelerates toward faster, more cost-effective inference and increasingly capable edge applications, this event brings together innovators shaping the chips, systems, and software that will define the next generation of AI. Ambiq’s presentation, The Importance of Profiling: You can’t improve what you don’t measure, was presented by Dr. Adam Page, Chief AI Architect at Ambiq.
Description of presentation
In edge AI, every byte, CPU cycle, and microjoule counts, making model optimization one of the most important tasks for AI developers. In this talk, we unpack why edge AI performance resists simple metrics, outline what useful measurements look like for both model and kernel developers, and show how to turn low-level counters on Arm Cortex-M55 + Helium into high-level decisions that improve latency, accuracy, and energy.
On-demand recording coming soon.
