Season 6 · Ch. 4

The Weekend I Tried to Break My Own App

Once the stack was built, I did the only responsible thing. I tried to destroy it. I spent a weekend typing the worst inputs I could imagine into my own search box. When I ran out of bad ideas, I handed a list of nearly three hundred nasty queries to two other AIs, Gemini and Claude, and asked them to be as adversarial as they could. Their whole assignment was to find the input that made my app hand someone the wrong drug. It is a strange way to spend a Saturday, paying for compute so one robot can try to make your other robot commit malpractice. ...

May 28, 2026 · 6 min · Jun Park
Season 6 · Ch. 3

Bigger Is Not Safer

The deterministic matcher was supposed to be the safe part. It mostly is. But safe does not mean finished, and the matcher had failure modes of its own. Most of the work in this project was not building it. It was tuning it. The dial The matcher has one main dial, but the dial only makes sense once you have watched the thing work. It is worth seeing once, because the whole safety argument rests on how dumb and how legible this machine is. ...

May 25, 2026 · 8 min · Jun Park
GPUburnout
GPUburnout
Will Code for Tokens
S1 GPT-2 134M
S2 Llama 1B
S3 1B SFT
S4 Llama 2B
S5 Llama 3B