Mel Lim and Robert Scoble at AIS5 on Physical AI, Cognitive Twins & Infrastructure Decisions
- Mel Lim
- May 22
- 1 min read
In this Ignite Studio conversation at AI INFRA SUMMIT 5, Robert Scoble sits down with Mel Lim to discuss physical AI systems, cognitive digital twins, simulation infrastructure, and how AI is starting to reshape high-consequence infrastructure decision making.
The conversation explores why generative AI alone is not enough for physical-world environments, and how simulation systems, probabilistic modeling, real-world telemetry, and physics-informed AI are becoming increasingly important across energy infrastructure, industrial systems, urban development, and large-scale capital planning.
Mel also explains how immersive AI simulation environments can help organizations model edge cases, operational risk, infrastructure planning, and decision outcomes before deploying capital, infrastructure, or people into the real world.
Topics include:
• Physical AI versus generative AI systems
• Cognitive digital twins and simulation infrastructure
• Infrastructure planning and scenario modeling
• Probabilistic versus deterministic AI systems
• AI for energy grids, industrial systems, and urban planning
• Real-world telemetry and physics-informed AI
• Stress testing operational and infrastructure decisions
• Immersive AI environments for enterprise planning
