Deep dives, gut reactions, and some insights from actually doing the work.

The old career ladder is broken. AI is eating entry-level tasks. The new differentiator isn't credentials, it's high agency. AI amplifies builders.

If you’re in your early–mid 20s right now, the job market probably feels like a bad joke

AI quality is nearing expert-level, but the cost of human review eats up the savings. The practical efficiency gains just aren't there... yet

A fine-tuned Llama on psych trials to predict human choices. Literally beats specialist models, generalizes to new tasks, and even echoes fMRI patterns.