9 Communications servers; Computer hardware; Computer hardware and recorded software systems for utilizing the artificial intelligence (AI) computing system architecture designed specifically for the increasing complexity and scale of AI inference applications, enabling the scale of real-life AI applications; Computer hardware with preinstalled software for utilizing the artificial intelligence (AI) computing system architecture designed specifically for the increasing complexity and scale of AI inference applications, enabling the scale of real-life AI applications; Computer hardware with preinstalled operating system software; Network access server hardware; Microchips; Microprocessors