# RAAMCG Series Paper 03 v0.1

Canonical source: `paper.md`

Core result:
A theory-guided observation upgrade can be formalized as a refinement of observation-induced equivalence classes. The paper separately tracks epistemic expansion and realized-world intervention.

Validation:
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- SHA-256 manifest included