Ghjuvan Ortulanu

Recursive Evaluation Collapse: A minimal model for the multi-cycle dynamics of reflexive contamination

The third note in this series treated reflexive contamination as a static aggregate phenomenon and deferred its dynamics: the rate at which a categorical benchmark's discriminative function erodes per cycle of recursive use, the order in which the diagnostic markers assemble, and...

Substrate Independence as a Structural Requirement: A capacity profile for contamination-resistant evaluation

Three reservations made earlier in this series come due together: the externality conditions of the first note, the capacity relation of the second, and the recursive use channel of the third. This note distinguishes independence by governance — who holds the judgment — from inde...