{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Carrier 2.0","title":"AI as a Systems Problem","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/bf2d245a\"></iframe>","width":"100%","height":180,"duration":732,"description":"Episode Summary\nIn this episode of Carrier 2.0, host Steve Saunders reframes artificial intelligence not as a product or application, but as a full-stack systems problem spanning power, cooling, water, networking, operations, security, governance, and strategy.\nDrawing on interviews with operators, utilities, and technology leaders, the episode explores how AI is stress-testing telecom networks, electrical grids, and operational models — and why the real challenge lies beneath the model layer. From EPB Chattanooga’s grid modernization and community impact, to Orange’s layered AI architecture, the discussion shows why infrastructure, data, and automation must come before intelligence.\nThe episode argues that AI will not be won by the carriers with the biggest models, but by those that understand physical limits, design resilient systems, and turn AI infrastructure into a platform for secure, low-latency, trusted services.\n\nKey Talking Points\nThe Category Error — Holism vs Hype (00:00)\n Why AI isn’t software, but a systems problem that exposes infrastructure limits.\nAI Isn’t Magic, It’s Load (01:05)\n How hyperscaler narratives hide the reality of power, cooling, networking, and operational constraints.\nInfrastructure Reality: Chattanooga (02:15)\n How EPB integrates fiber, grid automation, AI optimization, and quantum research — delivering 55% outage reduction and $5.3B in community benefits.\nWhere AI Breaks: Deterministic vs Probabilistic Systems (03:40)\n Why hallucinations are catastrophic in industrial, telecom, and critical infrastructure environments.\nWithout Networking, There Is No AI (04:45)\n Why secure, high-performance networking is foundational to all AI scalability.\n“Just Scale It” Is a Trap (05:30)\n Why hyperscaler scaling logic fails in a world of finite power, water, and capital.\nThe Carrier Stack: Infrastructure → Data → Automation → AI (06:45)\n Orange’s framework for building production-grade, carrier-grade AI systems.\nEngineering for Uncertainty...","thumbnail_url":"https://img.transistorcdn.com/2XrqCxof4jj7dZZ0ry0NZk8SuplZwQK_hNRJRua9sAE/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS85NDMy/NmEzYTZkMzUwMzcx/ZWQyZTljMzY1MjYw/MjM2ZS5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}