{"podcast":{"title":"Interchange Recharged","slug":"interchange-recharged-1117793","podcast_index_feed_id":1117793,"rss_url":"https://rss.art19.com/the-interchange","website_url":"https://www.woodmac.com/market-insights/types/podcasts/the-interchange/","image_url":"https://content.production.cdn.art19.com/images/b6/56/1c/53/b6561c53-206c-4247-a10b-24ba827509b0/c2860f4a864766abfde003250fb48d283b0bd02e55fd77f8d26e983ada7d82f5ccf8d280d42ff7eadf18b30e0ac0b9005c949c6efcc5f5c4f73f1d69c44a3e15.jpeg","author":"Wood Mackenzie","episode_count":354,"summary":"Clean tech, green finance and energy innovation are the three lanes on the road to a successful global energy transition. At the intersection of these lanes is a place where ideas on finance, technology and policy are shared and debated. That intersection is Interchange Recharged. Your host is Sylvia Leyva Martinez, principal analyst and research director at Wood Mackenzie. When Sylvia isn't tracking the technologies and markets driving the build-out of renewable power, she's speaking with visionaries, entrepreneurs, policy-makers and energy analysts to explore the newest developments in renewable technology, explain the ideas on global energy policy that could accelerate the energy transition, and identify new funding and financial models that could solve the biggest challenges we face on the way to net zero. Sylvia and her guests bring you data and forecasts on clean technology, climate science, and offer predictions on the build out of utility-scale projects and the future of green finance. What does the surge in data-centre demand mean for the grid, and who pays for it? What's happening in global EV adoption and development? What's the forecast for solar, one of the major succ…","last_synced_at":"2026-09-16T02:19:58.805362+00:00","page_url":"https://stenobird.com/podcast/interchange-recharged-1117793"},"episode":{"title":"The grid's missing operating system: Why a $100,000 AI controller could defer trillions in hardware and why utilities won't buy it","slug":"the-grid-s-missing-operating-system-why-a-100-000-ai-controller-could-defer-trillions-in-hardware-and-why-utilities-won-t-buy-it","published_at":"2026-06-02T11:00:00+00:00","page_url":"https://stenobird.com/podcast/interchange-recharged-1117793/the-grid-s-missing-operating-system-why-a-100-000-ai-controller-could-defer-trillions-in-hardware-and-why-utilities-won-t-buy-it","show_page_url":"https://stenobird.com/podcast/interchange-recharged-1117793","url":"https://dts.podtrac.com/redirect.mp3/rss.art19.com/episodes/d76c0ae6-041f-4792-82c9-a4644df2af48.mp3?rss_browser=BAhJIg90cmFuc2NyaWJyBjoGRVQ%3D--952c5701c84ad333c69d5faa668f8177091704f0","audio_url":"https://dts.podtrac.com/redirect.mp3/rss.art19.com/episodes/d76c0ae6-041f-4792-82c9-a4644df2af48.mp3?rss_browser=BAhJIg90cmFuc2NyaWJyBjoGRVQ%3D--952c5701c84ad333c69d5faa668f8177091704f0","summary":"The energy transition conversation focuses on what connects to the grid. Far less attention goes to whether anyone is coordinating what those assets do once connected. AI training runs swing hundreds of megawatts in seconds as GPUs checkpoint and restart a profile that looks like a generator tripping offline. At distribution level, millions of inverter-based resources create localised variability that overwhelms individual circuits even when aggregate models look healthy. The planning tools in use today were designed for neither problem. Host Bridget van Dorsten is joined by Kay Aikin, CEO and Founder of Dynamic Grid, energy engineer, grid architecture advisor to the DOE-supported GridWise Architecture Council, and contributor to the UN Environmental Program's building decarbonisation work. Kay unpacks what an AI training facility actually does to the grid with full GPU load for hours or days, then a drop to ten percent in seconds during checkpointing. She talks about how at the scale now planned, the Stargate project in Texas alone could represent ten percent of ERCOT disappearing in four seconds. The behaviour is stochastic and cannot be modelled with traditional statistical tools. At distribution level, virtual power plants responding to wholesale signals without circuit-level visibility can create competing oscillations, the kind of emergent dynamics that contributed to the Spanish grid failure. The proposed fix is an AI controller at the substation, sending price-based signals and flexible operating envelopes to large assets and VPP operators, giving them twenty-four-hour forecasts and real-time circuit visibility. Total cost: under a hundred thousand dollars installed. The reason it isn't everywhere is cost-of-service regulation. Utilities earn returns on deploye…","meta_description":"The energy transition conversation focuses on what connects to the grid. Far less attention goes to whether anyone is coordinating what those assets do on…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2626,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/interchange-recharged-1117793/episodes/the-grid-s-missing-operating-system-why-a-100-000-ai-controller-could-defer-trillions-in-hardware-and-why-utilities-won-t-buy-it/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/interchange-recharged-1117793/the-grid-s-missing-operating-system-why-a-100-000-ai-controller-could-defer-trillions-in-hardware-and-why-utilities-won-t-buy-it.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}