We believe intelligence emerges from Structure, Interaction, and Information,
Not from piling more parameters on a transformer.
Consulting Brings Revenue
We build systems and empower teams that solve actual industry problems.
Revenue Funds Research
We reinvest profits into "blue sky" exploration without needing immediate ROI.
Research Builds Reputation
We publish SOTA open-source work. This builds technical authority and trust.
Reputation Attracts Clients
Our open work acts as a magnet. Companies want to work with the team that built the models.