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From models to meshes: Building trust, balance and resilience in AI for energy and utilities
Manage episode 519987558 series 3305090
Energy & utilities leaders: move beyond AI pilots. CGI’s Peter Warren and Frédéric Miskawi show how small, quantized on-device models, edge robotics, and digital triplets drive real-time decisions on rigs and grids—while cutting cost and carbon. Get a pragmatic playbook: multi-model architectures, “healthy paranoia” against bias, and continuous data governance to fight digital entropy and build trustworthy, resilient AI.
Visit our Energy Transition Talks page
Chapters
1. From models to meshes: Building trust, balance and resilience in AI for energy and utilities (00:00:00)
2. Welcome Back and Setup (00:00:05)
3. LLMs vs Small Models Tradeoffs (00:00:54)
4. Edge AI, Quantization, On-Device (00:02:35)
5. Robots at the Edge and Safety (00:03:56)
6. Legacy Hardware, Agents, Layering (00:05:15)
7. Enterprise Neural Mesh and Triplets (00:07:29)
8. Human Change Over Tech Limits (00:09:35)
9. Disinformation and Healthy Paranoia (00:10:41)
10. Data Quality, Governance, Entropy (00:12:09)
11. Closing and Thanks (00:15:50)
48 episodes
Manage episode 519987558 series 3305090
Energy & utilities leaders: move beyond AI pilots. CGI’s Peter Warren and Frédéric Miskawi show how small, quantized on-device models, edge robotics, and digital triplets drive real-time decisions on rigs and grids—while cutting cost and carbon. Get a pragmatic playbook: multi-model architectures, “healthy paranoia” against bias, and continuous data governance to fight digital entropy and build trustworthy, resilient AI.
Visit our Energy Transition Talks page
Chapters
1. From models to meshes: Building trust, balance and resilience in AI for energy and utilities (00:00:00)
2. Welcome Back and Setup (00:00:05)
3. LLMs vs Small Models Tradeoffs (00:00:54)
4. Edge AI, Quantization, On-Device (00:02:35)
5. Robots at the Edge and Safety (00:03:56)
6. Legacy Hardware, Agents, Layering (00:05:15)
7. Enterprise Neural Mesh and Triplets (00:07:29)
8. Human Change Over Tech Limits (00:09:35)
9. Disinformation and Healthy Paranoia (00:10:41)
10. Data Quality, Governance, Entropy (00:12:09)
11. Closing and Thanks (00:15:50)
48 episodes
All episodes
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