Equation 10 · Part 2 · Running an Interpretability Investigation That Holds Up
Symbol C
What this part means
C is an argument of the function-like quantity on the left; its role is set by that function’s stated inputs.
Its job in the formula
C is an argument of the function-like quantity on the left; its role is set by that function’s stated inputs.
Full expression→Symbol C→Article meaning
The passage around this formula
The defence against this is a control condition run alongside the target one, not after it: intervene identically on a component set ' matched to the target set in size, depth and baseline activation statistics, but which the hypothesis explicitly predicts should have no effect, and compare . A specificity margin S that is small relative to the run-to-run variance means the intervention is detecting generic sensitivity to…
Learn the underlying idea
A variable is a named place for a value. Its letter is a local label: x can mean position in one formula and a data point in another.
Open the illustrated variables: a letter stands for a value guide →
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Sources cited in the article section
- [3] Towards Best Practices of Activation Patching in Language Models: Metrics and Methods ↗
- [4] Causal Scrubbing: A Method for Rigorously Testing Interpretability Hypotheses ↗
- [5] Is This the Subspace You Are Looking for? An Interpretability Illusion for Subspace Activation Patching ↗
- [6] Towards Automated Circuit Discovery for Mechanistic Interpretability ↗
These citations provide research context; check each source for the exact claim it supports.