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A multi-agent architecture that restricts Large Language Models to an advisory role and employs deterministic, P&ID-grounded validation layers can safely integrate LLMs into industrial process control by intercepting 100% of structurally invalid or forbidden actions. Novelty: ClaimNovelty.METHODOLOGICAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

Safe integration of Large Language Models into industrial process control: a multi-agent architecture with P&ID-grounded validation

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