The cloud was humming along just fine. Then AI walked in.

In part two, Aicila and John dig into why AI data centers are a fundamentally different beast from the cloud infrastructure we've been using for decades — and why the timing couldn't be worse. More power, more water, more heat, less accountability, and a deregulatory environment that's removing the guardrails just as the stakes get higher.

In this episode:

• How the pandemic accelerated cloud adoption — and set the stage for AI's arrival
• What large language models actually are and why they're such resource hogs (GPT-3.5: 45 terabytes of training data; GPT-4: a full petabyte — a 22-fold increase in months)
• Why local AI models on your phone or laptop exist, and what Apple and Microsoft are quietly doing about data center costs
• The uncomfortable truth: only Microsoft, Amazon, and Google are profitable in AI — everyone else is burning venture capital
• Traditional data centers vs. AI-centric ones: an order of magnitude more power, an order of magnitude more heat
• Why the most sustainable operators are actually the big cloud companies — and why the AI startups aren't following their lead
• What EPA gutting and deregulation means for where this is all heading

The BiCurean thread: The technology could be built sustainably. The problem isn't capability — it's who's building it, how fast, and with whose money.

Next episode: What's actually being done, and what you can do.

Resources

AI and water

Not just use- also cooling and contamination

https://undark.org/2025/12/16/ai-data-centers-water/

https://mostpolicyinitiative.org/science-note/data-center-water-use/

Innovative ways to use data center energy-

https://www.datacenterdynamics.com/en/news/deutsche-telekom-hooks-up-berlin-data-center-to-local-district-heating-system/

World Resource 

https://www.wri.org/insights/us-data-center-growth-impacts

Politico- 

https://www.politico.com/news/2026/04/26/ai-data-centers-georgia-midterms-00888668

AI data Centers- Atlantic

https://www.theatlantic.com/magazine/2026/04/ai-data-centers-energy-demands/686064/

Living in Hell- data center neighbors grapple with noise, air pollution

https://www.usnews.com/news/national-news/articles/2026-04-28/living-in-hell-data-center-neighbors-grapple-with-noise-air-pollution

Delivering an Open Data Center Ecosystem for AI

https://www.prnewswire.com/news-releases/delivering-an-open-data-center-ecosystem-for-ai-302756458.html

Server Racks / Data center

https://www.cdw.com/product/startech-4-post-26u-wall-mount-network-cabinet-19-hinged-wall-mounted-serv/4705173

ChatGPT4 data sizes

https://seifeur.com/gpt-4-model-size/

ChatGPT Model Version History:

https://en.wikipedia.org/wiki/ChatGPT#Model_versions

OpenAI revenue growth, still operating at a loss:

https://www.ainvest.com/news/openai-explosive-revenue-growth-implications-ai-ecosystem-2507/

Other AI Revenue (DO NOT SHOW ON AIR- COPYRIGHTED)

https://www.visualcapitalist.com/charted-the-soaring-revenues-of-ai-companies-2023-2025/

Sustainable Cloud Computing companies:

https://sustainabilitymag.com/top10/top-10-sustainable-cloud-companies

The Green Grid (Industry coalition for green computing):

https://www.thegreengrid.org/

Different states pursuing laws and regulations:

https://www.afslaw.com/perspectives/alerts/state-regulation-data-centers-2026-shifting-landscape

Harvard Kennedy School / Belfer Center paper on AI, Data Centers, and the U.S. Electric Grid: AWatershed Moment

https://www.belfercenter.org/sites/default/files/2026-02/Mural%20et%20al_AI%20Data%20Centers%20Grid_20260206.pdf

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