A Tale of Two Data Centres

A Tale of Two Data Centres

225 megawatts. 14 football pitches in size. Approved, funded, operational. 210 megawatts. Refused. Unanimously. Two data centres. Two cities. One question nobody wants to answer.  CHAPTERS 00:00 — Intro 02:26 — Melbourne 10:39 — Edinburgh 19:06 — Big Picture 27:20 — Wrap Up REFERENCES Deep Dive Podcast Companion https://www.peopleoverprocess.com.au/podcast/deep-dives/ep7-two-data-centres [https://www.peopleoverprocess.com.au/podcast/deep-dives/ep7-two-data-centres] Melbourne Data Centre Boom & NEXTDC M3 https://www.theurbandeveloper.com/articles/data-centre-knight-frank-report-september-2025-melbourne-sydney [https://www.theurbandeveloper.com/articles/data-centre-knight-frank-report-september-2025-melbourne-sydney] Edinburgh South Gyle Proposal & the Green Data Centre Policy Problem https://aprs.scot/news/update-on-data-centres-campaign/ [https://aprs.scot/news/update-on-data-centres-campaign/] Energy Bottlenecks & the Off-Grid Shift https://www.morganstanley.com/insights/articles/powering-ai-energy-market-outlook-2026 [https://www.morganstanley.com/insights/articles/powering-ai-energy-market-outlook-2026] Global Energy Demands, Water Usage & AI Regulation https://www.brookings.edu/articles/global-energy-demands-within-the-ai-regulatory-landscape/ [https://www.brookings.edu/articles/global-energy-demands-within-the-ai-regulatory-landscape/] AI Data Centre Power Constraints & Build-Outs https://www.pewresearch.org/short-reads/2025/10/24/what-we-know-about-energy-use-at-us-data-centers-amid-the-ai-boom/ [https://www.pewresearch.org/short-reads/2025/10/24/what-we-know-about-energy-use-at-us-data-centers-amid-the-ai-boom/] https://www.iea.org/reports/energy-and-ai/energy-demand-from-ai [https://www.iea.org/reports/energy-and-ai/energy-demand-from-ai] The AI Transition is hosted by Stephen and Lauren. We cover AI developments with honest, human-centred analysis — no hype, no doom, just the questions that matter. Subscribe wherever you listen to podcasts. Follow us:  https://www.aitransition.show/ The AI Transition is a People Over Process production. You still matter. At least for just now.

The Good News Episode

He woke up, got himself a glass of water, and closed the blinds against the afternoon sun. None of it should be remarkable — except he can't move his arms, his legs, or speak. And the thing that gave him his independence back isn't one of those backflipping humanoid robots with a billion dollars of hype behind it. It has no face, no legs, no drama. It's an arm on wheels. After last week's trip to the barricades, we needed a lift. So this is the good news episode — the AI that's quietly changing lives while the doom headlines suck up all the oxygen. Cancer caught early by a GP tool that reads between the lines. Radiologists getting a second pair of (artificial) eyes. Kids with epilepsy going seizure-free after AI spots a lesion the size of a blueberry. Wind farms squeezing out more power without a single new turbine. And a robot that looks nothing like the ones you've been told to fear — because the AI actually helping people rarely looks like the AI in the headlines. It's not all tidy. We sit with the irony too: some of this good might be cleaning up messes AI itself is making. But for thirty-odd minutes, the news is good. Promise. Chapters  00:00 — Intro 02:00 — Health 14:00 — Energy 20:30 — Robots 27:55 — Wrap-up If this got you thinking, share it with someone wrestling with these questions, and subscribe wherever you're listening. It genuinely helps. And remember — you still matter, at least for just now. Sources & Further Reading Interactive Overview https://www.peopleoverprocess.com.au/podcast/deep-dives/ep6-good-news [https://www.peopleoverprocess.com.au/podcast/deep-dives/ep6-good-news] Health * GPs catching cancer earlier with "C the Signs" (study): https://ascopubs.org/doi/10.1200/JCO.2024.42.16_suppl.1560 [https://ascopubs.org/doi/10.1200/JCO.2024.42.16_suppl.1560] * "Impressive for a robot" — AI home-care check-ins in Australia: https://completeaitraining.com/news/australias-health-system-embraces-ai-home-care-chatbots-gp/ [https://completeaitraining.com/news/australias-health-system-embraces-ai-home-care-chatbots-gp/] * Google AI matches radiologists on breast scans (Imperial College London): https://www.imperial.ac.uk/news/articles/global-health-innovation/2026/new-research-conducted-using-google-ai-can-match-or-exceed-radiologists-in-detecting-cancer-in-breast-scans-/ [https://www.imperial.ac.uk/news/articles/global-health-innovation/2026/new-research-conducted-using-google-ai-can-match-or-exceed-radiologists-in-detecting-cancer-in-breast-scans-/] * Smart fridges & kettles keeping people independent (http://GOV.UK [http://GOV.UK] ): https://www.gov.uk/government/news/ai-sensors-on-fridges-and-kettles-helping-vulnerable-people-to-live-independently [https://www.gov.uk/government/news/ai-sensors-on-fridges-and-kettles-helping-vulnerable-people-to-live-independently] * AI therapy as effective as human care for anxiety (ieso study): https://www.jmir.org/2025/1/e69351 [https://www.jmir.org/2025/1/e69351] * The AI epilepsy detective (Murdoch Children's): https://www.mcri.edu.au/news/news-stories/ai-tool-detects-tiny-brain-lesions-children-with-epilepsy [https://www.mcri.edu.au/news/news-stories/ai-tool-detects-tiny-brain-lesions-children-with-epilepsy] Energy * How AI is boosting renewable energy in Australia: https://www.sustainabilitymatters.net.au/content/sustainability/article/how-ai-is-empowering-renewable-energy-in-australia-1029387250 [https://www.sustainabilitymatters.net.au/content/sustainability/article/how-ai-is-empowering-renewable-energy-in-australia-1029387250] * CSIRO on smarter large-scale solar: https://www.csiro.au/en/news/All/Articles/2026/May/Solar-Farms [https://www.csiro.au/en/news/All/Articles/2026/May/Solar-Farms] * AI for energy efficiency in the home (Manchester Prize): https://energy-trust.co.uk/ai-improving-energy-efficiency-innovations-for-domestic-homes/ [https://energy-trust.co.uk/ai-improving-energy-efficiency-innovations-for-domestic-homes/] * The state of AI in UK decarbonisation: https://es.catapult.org.uk/news/new-report-tracks-ais-role-in-delivering-decarbonisation/ [https://es.catapult.org.uk/news/new-report-tracks-ais-role-in-delivering-decarbonisation/] Robots * Why a faceless "arm on wheels" beats the humanoids (IEEE Spectrum): https://spectrum.ieee.org/stretch-4-home-robot [https://spectrum.ieee.org/stretch-4-home-robot] * Hello Robot: https://hello-robot.com [https://hello-robot.com] The AI Transition is hosted by Stephen and Lauren. We cover AI developments with honest, human-centred analysis — no hype, no doom, just the questions that matter. Subscribe wherever you listen to podcasts. Follow us:  https://www.aitransition.show/ The AI Transition is a People Over Process production. You still matter. At least for just now.

To the Barricades!

Secret IVF children. NDAs. A kill list. A Molotov cocktail. And 30,000 Oracle workers who trained the AI that replaced them. The backlash is here. Topics Discussed & Source References for Further Reading: * The OpenAI Lawsuit: Musk sues OpenAI, revealing secret IVF twins and hostile text messages.  * https://www.cnn.com/2026/05/07/tech/musk-trial-shivon-zilis-testimony [https://www.cnn.com/2026/05/07/tech/musk-trial-shivon-zilis-testimony] * Gen Z's AI Sabotage: 44% of Gen Z workers intentionally sabotage company AI tools to fight automation.  * https://futurism.com/artificial-intelligence/zoomers-ai-sabotage [https://futurism.com/artificial-intelligence/zoomers-ai-sabotage] * Altman's Job Comments: Sam Altman dismisses modern office work as a mere "game" compared to manual labour.  * https://www.unilad.com/news/us-news/sam-altman-openai-jobs-artificial-intelligence-465077-20251026 [https://www.unilad.com/news/us-news/sam-altman-openai-jobs-artificial-intelligence-465077-20251026] * Data Center Backlash: Growing protests and proposed moratoriums against the massive energy demands of AI data centers.  * https://www.laquadrature.net [https://www.laquadrature.net] (you'll need to grab the specific article URL from their site — I only had the domain) * Oracle's Layoffs: Oracle fired older employees right before their stock vested to fund AI chip purchases.  * https://time.com/article/2026/04/30/oracle-layoffs-ai-tech-jobs/ [https://time.com/article/2026/04/30/oracle-layoffs-ai-tech-jobs/] * The Modern Luddite Rebellion: 70 global labour unions form the Human Work Alliance to demand an Algorithmic Accountability Act.  * https://startupfortune.com/labor-unions-form-a-global-coalition-against-ai-automation-and-demand-legislation-to-protect-human-workers/ [https://startupfortune.com/labor-unions-form-a-global-coalition-against-ai-automation-and-demand-legislation-to-protect-human-workers/] * The Escalation to Violence: Molotov cocktail attack on Sam Altman's home by an attacker carrying an AI executive kill list.  * https://www.theguardian.com/technology/2026/apr/18/sam-altman-house-attack-ai [https://www.theguardian.com/technology/2026/apr/18/sam-altman-house-attack-ai] The AI Transition is hosted by Stephen and Lauren. We cover AI developments with honest, human-centred analysis — no hype, no doom, just the questions that matter. Subscribe wherever you listen to podcasts. Follow us:  https://www.aitransition.show/ The AI Transition is a People Over Process production. You still matter. At least for just now.

Rope-a-Dope

Muhammad Ali didn't win in Kinshasa by being passive. He had a plan. George Foreman didn't. So — is that what's playing out between the two biggest AI labs right now? Anthropic tripled its revenue in four months. OpenAI killed Sora with less than an hour's notice to Disney. Ads are coming. The IPOs are coming. And the most dangerous AI model ever built? The US government isn't allowed to use it. Stephen and Lauren break down who's on the ropes — and who's got a plan.  The AI Transition is hosted by Stephen and Lauren. We cover AI developments with honest, human-centred analysis — no hype, no doom, just the questions that matter. Subscribe wherever you listen to podcasts. Follow us:  https://www.aitransition.show/ The AI Transition is a People Over Process production. You still matter. At least for just now.

Scout, Strike, Repeat: Why Five Is the Magic Team Number

Atlassian just cut 1,600 people — including the teams building their own AI. What does that signal for the rest of us? Stephen and Lauren dig into the hidden coordination tax bleeding most teams dry, why the number five keeps showing up as the sweet spot for high-performing teams, and the emerging scout/strike model that's letting small groups outrun large ones. Plus: uncomfortable leadership truths, and what you can actually do about all of this today.  00:00 Intro  01:35 Coordination Tax  06:15 Team Math  09:40 Magic Five  14:45 Scout & Strike  21:10 Leadership  28:33 Wrap Up  The AI Transition is hosted by Stephen and Lauren. We cover AI developments with honest, human-centred analysis — no hype, no doom, just the questions that matter. Subscribe wherever you listen to podcasts. Follow us:  https://www.aitransition.show/ The AI Transition is a People Over Process production. You still matter. At least for just now.