How AI Works
From tokens to transformers: understanding the technology behind ChatGPT and why inference requires massive infrastructure. Explore attention mechanisms, the memory bandwidth bottleneck, and why AI isn't just about faster chips.
From tokens to transformers, power grids to policy frameworks—understand the forces reshaping rural America. Each article connects technical foundations to real-world impact.
Start here to understand the fundamentals of AI infrastructure
From tokens to transformers: understanding the technology behind ChatGPT and why inference requires massive infrastructure. Explore attention mechanisms, the memory bandwidth bottleneck, and why AI isn't just about faster chips.
Data centers are fundamentally heat removal problems. Learn how power density has increased 10x in the AI era, why cooling technologies determine rack capacity, and how PUE measures efficiency in the race to keep servers from melting.
Electricity, not computing power or capital, is the primary constraint on AI growth. Understand why gigawatt-scale loads require transmission-level connections, why grid connection timelines exceed construction timelines, and why peak capacity determines infrastructure requirements.
Explore by category to dive deeper into specific areas
Driving down the road and see a clear-cut easement where forest once stood? Transmission line expansion is accelerating to serve data centers. Learn what's happening, why it matters, and what rights you have as a landowner.
Received a confusing letter about a "listening session," rezoning, or variance? Learn how to decode planning notices, what decisions are actually being made, and how to participate before it's too late.
Residential electricity prices rose 25% from 2020-2024. Data centers are responsible for 63% of the $14.7 billion PJM capacity auction increase. Learn how utility rates work and why your bill reflects data center demand.
Experiencing more brownouts, voltage sags, or power outages? Grid stress from data center demand is creating measurable power quality issues. Learn what's causing it and what you can do about it.
DDR5 memory prices up 250-350%. Data centers will consume 70% of all memory chips produced in 2026. Learn how AI demand is driving a structural shortage that's raising prices for laptops, phones, and everything with chips.
From tokens to transformers: understanding the technology behind ChatGPT and why inference requires massive infrastructure. Explore attention mechanisms, the memory bandwidth bottleneck, and why AI isn't just about faster chips.
Data centers are fundamentally heat removal problems. Learn how power density has increased 10x in the AI era, why cooling technologies determine rack capacity, and how PUE measures efficiency in the race to keep servers from melting.
Electricity, not computing power or capital, is the primary constraint on AI growth. Understand why gigawatt-scale loads require transmission-level connections, why grid connection timelines exceed construction timelines, and why peak capacity determines infrastructure requirements.
The US has three largely separate grids, managed by Regional Transmission Organizations coordinating reliability across states. Learn why interconnection queues create 5-8 year delays, how ERCOT differs from PJM, and what behind-the-meter generation means.
Why is farmland more valuable than old factories for data centers? Land cost is less than 1% of project cost, yet greenfield sites beat brownfield despite policy goals. Explore contamination liability, timeline uncertainty, and why transmission corridor proximity matters more than land price.
The $1.1 trillion data center buildout represents the largest private infrastructure investment in US history. Follow the evolution from REITs to private equity dominance, understand the debt-fueled growth creating systemic risk, and see why hyperscalers increasingly invest directly.
Virginia waives $928M annually in data center sales taxes. Examine how states compete through sales tax exemptions, property tax abatements, and infrastructure investment. Does the "race to the bottom" actually determine where facilities are built, or does infrastructure capacity matter more?
What happens when a gigawatt data center arrives in a rural community? Explore job creation realities (50-200 permanent positions), electricity rate increases affecting all ratepayers, water consumption competing with agriculture, and the visual, noise, and traffic impacts during 2-3 year construction periods.
Who regulates data centers? No single agency—authority is fragmented across federal, state, and local levels. FERC controls interconnection, states regulate utilities, localities control land use. Current frameworks weren't designed for gigawatt-scale facilities creating governance gaps.
These articles introduce the key concepts. This Is Server Country tells the full story across 402 pages, 14 chapters, and 604 documented projects.