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Conceptobservational attribution

Observational Attribution

An attribution approach measured using correlation coefficients between feature activations and outputs, linear probe coefficients, or rank statistics; it requires no modification of internal variables and can only capture naturally co-varying relationships.

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Oct 14

For a large class of response functions, observational feature discovery evidence generally cannot identify intervention attribution, which is a structural conclusion rather than a flaw of any specific method.

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