Analog Devices is reportedly in advanced talks to acquire AI chip startup Empower Semiconductor for around $1.5 billion. This acquisition aims to bolster Analog Devices' capabilities in high-performance computing infrastructure. The deal highlights the increasing market demand for AI chip power delivery and energy efficiency solutions, driven by the growing needs of AI workloads.