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ENTITY A Theory of Conditional Collapse under Low-Rank Weight-Space Ablations: I. The Single-Block Theory and Synthetic Validation

A Theory of Conditional Collapse under Low-Rank Weight-Space Ablations: I. The Single-Block Theory and Synthetic Validation

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    New theory explains divergence between activation patching and weight-space ablation

    Researchers have developed a theoretical framework to understand the relationship between activation patching and weight-space ablation, two methods used to determine causal responsibility in neural networks. The theory…