natural technology

We build software that is useful and beautifully designed.

We also research novel AI architectures in the pursuit of superintelligence, believing that LLM's and scaling will not get us there. This includes exploring continual learning, true memory and models that reason more like a human.

17/08/2026
Predicting in latent space

An introduction to latent-trunk, our first research project. Can a language model predict the next idea instead of the next word, without its representation collapsing? A small, careful test of the JEPA idea on real text.