AI Guardrails for Factories: Architecture Keeps LLMs From Unsafe Plant Actions
A four-layer multi-agent architecture confines LLM reasoning to an observation-only role and validates every proposal against plant engineering diagrams before ...
A four-layer multi-agent architecture confines LLM reasoning to an observation-only role and validates every proposal against plant engineering diagrams before ...
A simulation-based study reports that a federated Edge-AI framework combining smart neck collars and a hybrid GBoost-LSTM model predicted dairy ...
For most of the world's factories, Industry 4.0 is less a revolution than a locked door. The glossy visions of ...
NIH researchers have released BRACE, an open-source pure-Python software framework that lets clinical researchers rapidly build, control, and tune robotic ...
Researchers in Morocco have integrated federated learning with the OneM2M IoT service layer, showing faster, privacy-preserving machine learning at the ...
Researchers have proposed a six-layer, event-driven digital twin framework that links live factory data, predictive simulation, and human-approved ESG-oriented decisions ...
Researchers at Nirma University have built Harley, a sub-10,000-rupee robot that combines autonomous indoor navigation, MQTT-based appliance control, and multilingual ...
Researchers have developed MPAuzz, a greybox fuzzer that uses the nature-inspired Marine Predators Algorithm to intelligently schedule mutations of binary ...
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© 2026 Scienmag - Science Magazine