A claim that null-space leakage yields provable LLM drift detection is undermined by an inverted eigenvalue inference and a sketched regret proof, with no empirical validation.
Alphaedit: Null-space constrained knowledge editing for large language models
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Zero-Direction Probing: A Linear-Algebraic Framework for Deep Analysis of Large-Language-Model Drift
A claim that null-space leakage yields provable LLM drift detection is undermined by an inverted eigenvalue inference and a sketched regret proof, with no empirical validation.