Equation 17 · Part 6 · Probing, Sparse Autoencoders, Patching, and Steering: The Main Interpretability Methods, Compared
fraction
fraction
What this part means
Divide the expression above the line by the one below it.
Its job in the formula
The expression above the fraction bar is divided by the complete expression below it. The denominator must not be zero.
Full expression→fraction→Article meaning
The passage around this formula
The general operation, activation patching, is usually reported as a normalised score rather than a raw difference, isolating exactly how much of the gap between clean and corrupted behaviour a given component set closes: . where and are a chosen behavioural metric measured on the clean and corrupted runs, and is that same metric after the activations of component set are copied from one run into the other. A score near one means patching alone restores nearly all of the clean behaviour; a score near zero means it restores almost none.
Learn the underlying idea
A fraction a/b means a divided by b. The top number is the numerator; the bottom number is the denominator, and it cannot be zero.
Open the illustrated fractions: division written vertically guide →
Sources cited in the article section
- [9] Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias ↗
- [10] Locating and Editing Factual Associations in GPT ↗
- [11] How to Use and Interpret Activation Patching ↗
These citations provide research context; check each source for the exact claim it supports.