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Mechanistic Interp
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== <span style="color: #FFFFFF;">Evaluating</span> == Mechanistic interpretability evaluation: # '''Causal validation''': does ablating/patching the identified circuit actually change behavior as predicted? Pure correlation is insufficient. # '''Faithfulness''': does the proposed mechanistic explanation predict model behavior on new inputs? # '''Completeness''': does the identified circuit account for all relevant behavior, or just part of it? # '''Human interpretability''': can a domain expert understand and verify the proposed algorithm? # '''Generalization''': does the circuit analysis transfer to similar models with different training runs? </div> <div style="background-color: #2F4F4F; color: #FFFFFF; padding: 20px; border-radius: 8px; margin-bottom: 15px;">
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