Belief Updates is the research blog of Simplex, a nonprofit research group building a fundamental science of intelligence.
September 2026
The geometry of nonergodic composition
Prediction over data from many sources means inferring which source is active and what state the source is in. We derive the geometry this implies and find it in a trained transformer's activations.
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