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Research
How we train and evaluate our own models, what we can claim today, and what we deliberately do not claim yet.
Our research
Articles
- Research
What a world model is, and what it is not
The term covers work as different as video generation and industrial forecasting. Stripped of marketing, it means one thing: a learned representation of how a system changes.
- Research
The baselines that decide whether a forecast is any good
A model that predicts an industrial signal with two percent error sounds strong until you learn that repeating yesterday's value gets one and a half.
- Research
Small language models on closed tasks: the case for narrow
Most business uses of a language model repeat the same five operations on documents that follow a known shape.
- Research
Training your own models: what it buys and what it costs
Calling an API is cheaper on day one, and that comparison is the one everyone runs. The interesting comparison is the one at year three.