Premium Windows laptops push local AI hardware

Microsoft and Nvidia are promoting RTX Spark systems with up to 128GB unified memory and support for very large local models, with reported Surface Laptop Ultra prices from $2,599 to nearly $6,000. The category is promising for developers but mainstream value remains uncertain because of ARM compatibility, thermals, battery life, software support, and discrete-GPU alternatives.