loop-inversion

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rothlis18 / the_dual_validator_farce

Technical paper analyzing model cannibalization via synthetic distillation. Maps the structural loop inversion required to strip embedded corporate alignment weights from local LLM pipelines using independent multi-agent validation scripts.

adversarial-validation sovereign-ai systems-realism model-cannibalization synthetic-distillation loop-inversion de-corporatization local-ram-inference

Updated Sep 5, 2026

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