Re-derivation of activation patching NIE reveals it captures interaction effects in addition to direct causal effects, demonstrated via GPT-2 IOI circuit where INT explains component ranking issues and faithfulness instability.
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The Curse of Multiple Mediators: Hidden Interaction Effects in Activation Patching
Re-derivation of activation patching NIE reveals it captures interaction effects in addition to direct causal effects, demonstrated via GPT-2 IOI circuit where INT explains component ranking issues and faithfulness instability.