A guided reading collection
AI changes places as well as jobs.
Start with the physical infrastructure behind AI. Then ask how its tools change the work people do, and who benefits from the transition.
Two questions, one connected reading path
For readers, students and independent researchers who want an evidence-led introduction. Both articles are free to read and distinguish published findings from the author’s policy proposals.
First: follow the infrastructure · Analysis · 3 min read
The Server as a Furnace
AI infrastructure is physical infrastructure: the public question is whether computing loads can also support heat recovery, skills, and accountable local investment.
Learn when data-center heat can be reused and what a community could require in return for public support.
Read article →Next: follow the tasks · Analysis · 3 min read
The Last Human Workforce: Task Bundles, Automation, and Transition Design
Automation changes the task bundle before it eliminates the job title.
Understand why job titles are an incomplete guide to automation, and what one workplace study can—and cannot—show.
Read article →
Read with a common test
What is the mechanism? Which source supports it? Where does the evidence stop and the proposal begin? Use these questions to compare the two articles without treating either as a forecast.
Read the Independent Observer Method →
Collection reviewed . Each article includes source notes, limitations and an edition record.