Since Intel integrated a dedicated Neural Processing Unit (NPU) into modern notebooks with the Core Ultra processors and AMD with the Ryzen AI series, the software landscape has visibly changed. Applications from various fields, such as image processing, video production, communication and document processing, are increasingly using this specialized hardware to execute AI functions locally, becoming faster and more energy-efficient.

Frameworks help developers to program applications that also offer NPU support. This is no longer just about computing power, but about an entirely different user experience.

Programs start more quickly, AI functions respond without waiting times, and offline operation enables users to work with AI services even without an internet connection. For users, this

See Full Page