Cognitive Manufacturing at the Intersection of Industrial IoT and Large Language Models: A Critical Synthesis of Architecture, Empirical Evidence, and Governance
Integrative review of IIoT, cyber-physical production systems, and large language models for cognitive manufacturing, covering retrieval-augmented reasoning, human and machine collaboration, latency-aware edge and cloud design, trustworthiness, and governance, with a research agenda for verifiable industrial AI.