Parallel Factories for Smart Industrial Operations: From Big AI Models to Field Foundational Models and Scenarios Engineering

Briefing: The rapid advancement of fundamental theories and computing capacity has brought artificial intelligence, internet things, extended reality, many other new intelligent technologies into our daily lives. Due to the lack interpretability reliability guarantees, it is extremely challenging apply these directly real-world industrial systems. Here we present a paradigm for establishing parallel factories in metaverses accelerate deployment systems: QAII-1.0. Based on cyber-physical-social systems, QAII-1.0 incorporates complex social human factors design analysis operations capable handling involving behaviors. In QAII-1.0, field foundational model called EuArtisan combined with scenarios engineering developed improve intelligence systems while ensuring reliability. Finally, oil fields are established demonstrate operating procedure