Type-supervised slot organization is induced by supervision but functionally decoupled from answer readout, with zero measured language-model cost and exact state-level revertibility.
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Causal Structure is Inducible but Functionally Decoupled: The Routing/Readout Boundary of a Typed Mechanism Library
Type-supervised slot organization is induced by supervision but functionally decoupled from answer readout, with zero measured language-model cost and exact state-level revertibility.