HYPERPRIOR

All working papers

Working paper No. 004

Where beliefs live

Authors
HyperPrior ResearchLondon
Research
03World modelsRehearsing before acting, with a model that is wrong in places.
Programme
P-04Belief GeometryReading beliefs off activations
Status
In preparation
Version
Date
Confidence
Revisit

Abstract

A model that predicts well has to track the hidden state of whatever produced its data. We look at reading those beliefs off its activations, and at what their geometry says about how the model represents that process.

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Cite

HYPERPRIOR RESEARCH LTDNo. 004

HyperPrior Research. Where beliefs live. Working paper No. 004, in preparation, 2026. London. https://hyperprior.net/papers/where-beliefs-live/

@techreport{hyperprior004,
  author      = {{HyperPrior Research}},
  title       = {Where beliefs live},
  type        = {Working paper},
  number      = {004},
  institution = {HyperPrior Research},
  address     = {London},
  year        = {2026},
  note        = {In preparation},
  url         = {https://hyperprior.net/papers/where-beliefs-live/}
}

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