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- Leonardo’s Lesson: Harmony Begins With Observation
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Category Archives: Digital Twin
AI Won’t Need to Become Evil to Become Dangerous: What the AI Doomsday Debate Means for EHS
Artificial intelligence is rapidly moving from a tool that provides information to systems that can make decisions, take action, and interact with other agents. For EHS professionals, that shift should raise a familiar question: are capability and autonomy expanding faster than the controls designed to manage them? This article examines the AI “doomsday” debate through an EHS lens, connecting emerging AI risks to Management of Change, SIF prevention, human factors, inherited risk, and defense in depth. Continue reading
Posted in AI, Artificial Intelligence, Design for Safety, Digital Twin, Innovation, Technical Skills
Tagged AI, AI Governance, Artificial Intelligence, Artificial Intelligence Safety, EHS Risk Management, ehs-leadership, ehs-risk-management, Management of Change, philosophy, risk management, Serious Injury and Fatality Prevention, technology
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Harnessing the Process Digital Twin: Building Live Operating Models for Foresight, Control, and Safer Work
Most organizations are still managing safety and operational risk by looking in the rearview mirror. A Process Digital Twin gives leaders a way to see risk forming early enough to act.
In our new article, “Harnessing the Process Digital Twin: Building Live Operating Models for Foresight, Control, and Safer Work,” Emmanuel Winful, CSP, MPH, MS and I explore how digital twins can move from concept to practical operational control.
Emmanuel was a great collaborator on this work and brought strong technical depth to the discussion.
The article covers where to start, what data matters, how to avoid false confidence, and why validation, MOC, cybersecurity, and governance cannot be afterthoughts.
The future of safety will not be built on better dashboards alone. Continue reading
Posted in AI, Artificial Intelligence, Digital Twin, Innovation, Machine Learning, Uncategorized
Tagged Digital Twin for Hazard Identification, Digital Twin Technology, Digital Twins in EHS, EHS Management Systems, Industrial Safety Technology, Lockout Tagout Digital Twin, LOTO Training Simulation, Operational Risk Management, Predictive Safety Management, Process Digital Twin
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The Game Changer in EHS Training: Blended Pathways That Build Capability in High-Risk Industrial Operations
EHS training, safety training, lockout tagout, LOTO training, hazardous energy control, industrial safety, blended learning, competency based training, safety leadership, verified capability Continue reading
Posted in AI, Artificial Intelligence, Digital Twin, EHS Management, Innovation, Leading at Scale, Modernized Trianin, psychological-safety
Tagged blended learning, Blended Method Training, competency based training, EHS training, hazardous energy control, industrial safety, lockout tagout, LOTO training, safety leadership, safety training, verified capability
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