Seasoned. Tech with That Mike Hamilton

Seasoned. Tech with That  Mike Hamilton Seasoned.Tech with That Mike Hamilton

AI agents took unauthorized actions against real people and organizations during cybersecurity testing. That sounds like...
08/13/2026

AI agents took unauthorized actions against real people and organizations during cybersecurity testing. That sounds like the robots went rogue—but the real lesson is about permissions, access, and the humans who hand over the keys.

Watch the new Seasoned.Tech episode: https://youtu.be/-7hOndUXrwY

The President says data centers could be bigger than oil in Texas. Maybe. But that's not the question that matters — and...
08/11/2026

The President says data centers could be bigger than oil in Texas. Maybe. But that's not the question that matters — and on August 3rd, Texas quietly proved it.
Governor Abbott ordered a pause on new data center grid connections pending a full audit of what these projects are actually asking for. Not because AI is bad. Because somebody finally has to pay the electric bill.
Here's what's really going on:
ERCOT — the grid operator for most of Texas — is sitting on roughly 474 gigawatts of large-load interconnection requests. About 90% of that is data centers. For scale, that's more than five times the state's all-time record peak demand. Requests aren't the same as projects that get built, and I say so in the video. But when 1,800 people show up asking for the keys to a very large truck, you don't just hand them out and hope everybody watched the safety video.
Meanwhile, in Pecos County, Amazon is tied to a campus that would run on a giant on-site natural gas plant — 35 turbines, up to 7.65 gigawatts, permitted for as much as 33 million tons of CO2 a year. That's a permitted ceiling, not a promise, and plants routinely run below permit. But if built as described, it would be the single largest source of climate pollution in the country.
That's not a footnote to the AI boom. That IS the AI boom.
In this one I get into:
• What "bigger than oil" actually means — and why oil is a whole system, not an industry
• The 474 GW number, and the honest caveat nobody attaches to it
• "They'll generate their own power" — great, but with what?
• Why the cloud is a building, and somebody lives next to it
• The jobs question, with honest labels: construction jobs vs. permanent jobs
• Five things a community should demand before saying yes
I'm not anti-data-center. I'm anti-magical-thinking. AI has to live somewhere, and that somewhere is a real county, on a real grid, near a real family's water and air. If a project is good, it survives the questions. If it can't survive the questions, it was never a good deal.

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SOURCES / GO READ IT YOURSELF:
Texas pauses data center interconnections (Utility Dive, 474 GW figure):
https://www.utilitydive.com/news/texas-hits-pause-data-center-interconnections/827046/
Abbott orders ERCOT + PUCT audit (Houston Public Media):
https://www.houstonpublicmedia.org/articles/news/energy-environment/2026/08/03/558529/gov-greg-abbott-pauses-new-data-centers-until-ercot-puct-audit-energy-water-usage/
What the pause means procedurally (Akin, legal analysis):
https://www.akingump.com/en/insights/alerts/texas-pauses-data-center-interconnections-pending-statewide-audit
Amazon's Pecos County gas plant (TechCrunch):
https://techcrunch.com/2026/08/08/planned-amazon-data-center-could-become-the-biggest-climate-polluter-in-the-u-s/
The 7.65 GW / 35-turbine / 33M ton permit detail (Tom's Hardware):
https://www.tomshardware.com/tech-industry/data-centers/amazons-new-7-65gw-texas-ai-data-center-power-plant-could-become-the-largest-source-of-co2-pollution-in-the-us-custom-35-turbine-gas-plant-authorized-to-emit-33-million-tons-of-annual-greenhouse-gases

https://youtu.be/ksZ0h96Wwlg

OpenAI may be building a $300 screenless AI “donut” with cameras, microphones, speakers, and moving parts. Is it the beg...
08/09/2026

OpenAI may be building a $300 screenless AI “donut” with cameras, microphones, speakers, and moving parts. Is it the beginning of post-phone computing—or another expensive gadget looking for a job? Watch the new Seasoned.Tech episode: https://youtu.be/OnDWDeLs8_k

08/07/2026
This is the way
08/05/2026

This is the way

AWS and Superblocks are partnering to enhance private cloud AI development, while the EPA has introduced regulatory exem...
08/04/2026

AWS and Superblocks are partnering to enhance private cloud AI development, while the EPA has introduced regulatory exemptions for off-grid data centers to bolster national AI dominance. Simultaneously, a technical post-mortem from Hugging Face details a sophisticated autonomous agent intrusion that bypassed multiple security boundaries during an evaluation. In the commercial sphere, Google researchers are analyzing the integration of conversational AI within restaurant drive-thrus, focusing on the dynamics of human-AI collaboration. Finally, financial reports highlight market volatility for firms like Circle, reflecting the broader economic pressures facing tech-driven industries. Together, these texts illustrate a shift toward autonomous systems and the subsequent need for robust governance and security frameworks.
https://thatmikehamilton.com

What are LLM tokens, and why do they affect context windows, AI costs, memory, and even spelling mistakes? This plain-En...
08/01/2026

What are LLM tokens, and why do they affect context windows, AI costs, memory, and even spelling mistakes? This plain-English guide explains tokenization, token IDs, embeddings, next-token prediction, and why any of it matters when you use ChatGPT, Claude, Gemini, or another large language model.

https://youtu.be/_c7TVQpoQPU

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