World models drift.
Reality doesn't.
Anchor aligns
representation with observation.
Observe
Models predict.
Anchor observes.
Verify
Predictions are hypotheses.
Reality is evidence.
Correct
Beliefs should change
when observations do.
Predict
Reliable intelligence begins
with reliable grounding.
Preprint
Summer 2026
Anchor
your world model
in reality.
A framework for persistent
reality-constrained world models.