Pinned

Evolution Vets, Gradients Consolidate

A research note from the [latentspace](https://github.com/dadukhankevin/latentspace) campaign — a universal genetic algorithm where individuals are small vecto...

Jul 30, 2026

The Aggregator Is Not Bookkeeping

Third note from the [latentspace](https://github.com/dadukhankevin/latentspace) campaign, and the shortest: a fitness-design lesson we paid for twice in one da...

Jul 30, 2026

You Become What You Train Against

Second note from the [latentspace](https://github.com/dadukhankevin/latentspace) campaign. We pointed our universal genetic algorithm at an external benchmark ...

Jul 30, 2026

Watching Evolution Find an Apple

I've been chasing an idea for a while: a universal genetic algorithm. A normal GA needs custom mutation and crossover for every kind of solution — noise for...

Jul 16, 2026