Pieces that start with a genuine question rather than a keyword, and keep evidence, interpretation, and uncertainty clearly separated.
04 published pieces
Judge the race by where the capital goes, not by which model tops a benchmark. The spending pattern points at something other than better assistants — and at a prize that gets handed out long before anyone agrees on what “winning” meant.
If the cost of competent reasoning keeps falling, the interesting question isn't what AI can do. It's what stays scarce — and almost everything we currently call a career is priced off the old answer.
The risk of AI-generated code may not be that it's bad. It may be that there's more of it than anyone has the attention to understand — and understanding was doing work we never priced.
The reflex answer is “creativity and critical thinking,” which is comfortable and nearly useless as guidance. Here's an attempt at something more specific.