Real-world video just doesn’t capture the moments that matter most for safety – a robot’s grip slipping mid-task, a car cutting it close at an intersection, a forklift drifting too near a warehouse worker. These things are rare by nature, and far too risky to stage or collect at any real scale. So physical AI world models end up blind in exactly the spots where a mistake costs the most – and with nothing to learn from, those blind spots stay hidden until the real world exposes them.
MLOps World | GenAI Summit 2026 is a two days of case studies, workshops, and expo on taking AI/ML and agentic systems into production – at the Etter-Harbin Alumni photo – full-bleed hero or browse files.
