A single configuration file generates causally coherent synthetic MES data across domains and guarantees zero tool-parameter hallucination when AI tools are ontology-constrained.
The semantic training gap: Ontology-grounded tool architectures for industrial AI agent systems
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Template-as-Ontology: Configurable Synthetic Data Infrastructure for Cross-Domain Manufacturing AI Validation
A single configuration file generates causally coherent synthetic MES data across domains and guarantees zero tool-parameter hallucination when AI tools are ontology-constrained.