AI moves to your PC with its own special hardware

The article discusses AI PCs powered by Intel Core Ultra processors with built-in NPUs that enable efficient, on-device AI workloads to reduce latency and cost while preserving data privacy. It explains how NPUs, alongside P-cores/E-cores and GPUs, can accelerate tasks like phishing detection and hardware-assisted malware detection without significantly impacting CPU performance or battery life. The piece highlights Intel's collaboration with ESET (e.g., Intel Threat Detection Technology and hybrid architectures) and anticipates expanding cybersecurity use cases as dedicated AI hardware becomes more integrated into laptops.