Equation 2 · Ten Ways Mechanistic Interpretability Research Can Mislead You
What does this equation mean?
Read the formula alongside the article passage below. Each part has a deeper page with its role in the equation, the supporting passage and nearby citations.
the small probability. Read the equation part by part below; each part has a contextual explanation and a link to its mathematical background.
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How to interpret it
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What the article says around this equation
Put simply: if a search evaluates k candidate directions against a validation check, and each candidate independently has a small probability of appearing to pass that check purely by chance — because it happens to correlate with the labeled examples used to test it — then the probability that the search turns up at least one apparent “finding” is
Sources cited in the article section
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