Overview # After coming across Ha & Schmidhuber’s 2018 paper World Models earlier this year, I have been working on building a “tiny world model” on a clone of Chrome’s Dino game.
The final model is small: a variational autoencoder (VAE), a recurrent world mod…
A memory rule wasn't enough to stop Claude Opus 5 from turning quietly agreeable in deep sessions. Notes on the four-leg doctrine I put in place instead, and a July paper that reframes what I built.
Back in the dark ages of typing code into editors we were aided by squigglies under broken code, click-to-definitions links, and so on. That was powered by language servers and type checkers. Sever…
Coding agents and (Git) worktrees seem like a match made in heaven. However, there's a lot more to it than meets the eye. Over the last 12 months, I have learnt way too much about Git worktrees, and I think now is a good time to lay it all
I do not like to engage any form of gossips. I find it unproductive use of my time. If I have the chance, I rather use the time to read something or built so...
I had a random discussion in my Telegram group about AI. I noticed that some of them had really high token usage and very long sessions. After some more discussion, I realised that they had fairly complex setups, with lots of coordination between their agents.…