The Orban Journal
Documents from Orban Labs research and thinking on AI, energy, infrastructure, and operational execution. Organized as ongoing threads.
AI x Energy
Can the energy system get built fast enough to keep up with AI?
AI is pulling power generation, grid access, fuel supply, equipment backlogs, project delivery, permitting, and industrial supply chains into the center of the technology story.
Notes
How do we work, decide, and position ourselves while AI is still being built around us?
AI is not arriving as a finished technology. It is arriving unevenly, through price tiers, infrastructure bottlenecks, workplace habits, institutions, and personal decisions.
- Notes Latest
The Efficiency Exit
The AI buildout is hitting two supply walls at once: power infrastructure that takes years to build, and chip capacity that can't keep pace with demand. The exit isn't waiting for more turbines. It's efficiency.
Jun 24, 2026 - Notes
The Window
Tokens are cheap because they are subsidized. Energy constraints and commercial pressure will change that. The gap between those who can justify the cost and those who cannot is already forming. The time to build the habit is now.
Jun 22, 2026 - AI x Energy
A Power System of Their Own
The signals around the crisis that started this story are shifting. A possible deal on the Strait of Hormuz has moved oil. But the AI buildout hasn't waited to see how it resolves. It has detached from the public systems that used to govern it and is assembling a power system of its own.
Jun 13, 2026 - AI x Energy
The Order Book Hits the Tape
The AI power buildout has moved from forecast to order book. The richest companies in the world are prepared to spend almost without limit. They have discovered that money cannot manufacture time.
May 25, 2026 - AI x Energy
AI Moves at the Speed of Steel
The ceasefire moved in days, oil moved in hours, and hyperscaler money moved in commitments. The physical system barely moved at all. Turbines, transformers, LNG trains, and grid connections were already the binding constraint; the blockade and the $630B hyperscaler pledge simply made that constraint visible to everyone at once.
Apr 19, 2026 - AI x Energy
The Workaround Becomes the Plan
A two-week ceasefire between the US and Iran briefly halted oil's upward march, but Europe's fuel shortages have already materialized. Meanwhile, Chevron's $7 billion commitment to build Microsoft a dedicated gas power plant signals that oil's future lies in feeding data centers, not traditional grids.
Apr 9, 2026 - AI x Energy
The Machines Behind the Models
Every frontier model query draws on a grid where natural gas is now the marginal generator, and roughly a third of proposed US data center capacity is being designed to bypass that grid entirely. The reasons are physical, not philosophical. Heavy-duty gas turbine slots from the major OEMs are filling out toward the end of the decade, federal permitting reform is stuck in the Senate, and the Hormuz crisis has put a hard premium on dispatchable, domestically-fueled power. The result is that AI infrastructure is no longer just a chip and data center story. It is a power generation story, and the people who build the machines have suddenly become the people who decide how fast AI can scale.
Apr 5, 2026 - AI x Energy
AI Has Made Power Generation the Technology Bottleneck
CERAWeek, the energy industry's flagship annual conference (Houston, by S&P Global), made one thing visible at its 2026 edition: AI is no longer only a technology-sector story. It has become a power generation story. The companies racing to scale AI are now running into the familiar constraints of the energy sector: dispatchable capacity, interconnection, permitting, fuel security, equipment lead times, transformers, turbines, and local project delivery.
Mar 25, 2026