Journal
Blog
Essays on the human side of frontier AI. Country guides for professionals in emerging markets. Profession pieces on why expert judgment still matters. Model launches, in context.
July 9, 20263 min read
The people layer of AI
Why human expertise, in every field, is becoming the scarcest input in frontier AI. And why that changes what it means to be a doctor, a lawyer, a teacher, or a researcher in the next decade.
July 8, 20263 min read
What happens when a new model ships
Model launches are treated as consumer events. Inside frontier AI labs, they are the moment expert evaluation work explodes. Here is what actually changes, and why the demand for domain expertise ratchets up with every release.
July 7, 20264 min read
The work behind the model
The public conversation about frontier AI focuses almost entirely on the models. The work that goes into training them, especially the expert human work, is treated as invisible infrastructure. It should not be.