NXP Semiconductors has introduced the i.MX 93W, an applications processor. Purpose-built to accelerate physical AI deployment, the device integrates a dual-core Arm Cortex-A55 with a dedicated Arm Ethos NPU (up to 1.8 eTOPs) and an IW610 tri-radio module supporting Wi-Fi 6, Bluetooth LE, and 802.15.4 (Matter/Thread) in a single package, replacing up to 60 discrete […]
physical AI
Edge AI SoCs target robotics and automation under tight power budgets
Ambarella brings its edge AI SoC portfolio to Embedded World with live demos spanning robotics, industrial automation, automotive, and AIoT applications. The booth focuses on demonstrating AI performance per watt across Ambarella’s SoC lineup, with emphasis on running demanding workloads under tight power and latency constraints at the edge. Demos will cover both agentic AI, […]
What is physical artificial intelligence and why is it important?
Physical artificial intelligence (PAI) refers to AI systems that can perceive, understand, reason about, and interact with the physical world in real time through sensors and actuators. Unlike digital AI (DAI), which operates in virtual domains, PAI powers tangible actions in dynamic, real-world environments. PAI is used in closed-loop systems where the AI model not […]


