
Software developers currently face significant hurdles due to a lack of standardization across different AI hardware platforms, requiring custom code for various chipsets. As computing demand shifts from massive data centers to local devices, this friction has ignited a high-stakes competition between the established power of Graphics Processing Units (GPUs) and the lean efficiency of Neural Processing Units (NPUs). The










