Pieces that don't slot neatly into one of the five lesson rooms yet. Browse here, or head back to the main sections in the nav above.
Investing
4 min read
The AI stock that will hurt the most to have missed is the one you've already almost bought three times, then closed the tab because the P/E made you flinch. I know that because it happened to me.
Ai Regulation
5 min read
A mid-size European bank I spoke with last year switched its transaction monitoring to a machine-learning model and cut false positives by roughly 40 percent. The compliance team was thrilled.
Compliance
5 min read
Last spring I ran a small experiment on myself. I picked one narrow obligation — the deadline a large online platform has to respond to a user's content-removal appeal — and I tried to reconstruct…
Ai Detection
5 min read
I want to start with a number that has probably crossed your desk in a vendor deck: 99% accuracy. That figure, or something near it, is what most text-classifier detectors advertise, and it is the…
Security
5 min read
I went looking through my own agent session logs on a Tuesday night, half out of paranoia, half because a coworker asked whether our AI coding assistants could see the .env file. I said no.
Workflow
5 min read
I spent forty minutes one night briefing Claude on a data-migration script. Clear instructions, or so I thought. Schema attached, edge cases listed, output format specified.
Investing
11 min read
I spent eighteen months believing a sentence that sounded like wisdom: in AI, if you don't own your weights, you own nothing. I heard it from a partner at a fund I respect.
Ai Infrastructure
10 min read
The render that got me was the blue one. A gleaming data center hanging over a curved blue Earth, solar wings spread like a dragonfly, server racks glowing through a transparent hull.
Ai Governance
4 min read
I spent two years reading model cards the way some people read box scores. Release notes, benchmark tables, arXiv preprints on Tuesdays, the changelog of every framework I depended on.
Kazakhstan
5 min read
The best artificial-intelligence investment you can make in Kazakhstan right now has almost no AI in it. It's a substation. It's a land title.
Product
6 min read
I had eleven features and I could not tell you what my product was for. That's not a figure of speech.
Fintech
5 min read
I once watched a regional bank announce an AWS partnership on a Tuesday and spend the next fourteen months unable to name a single customer-facing feature it had shipped because of it.