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AI interpretability’s possible “science overhang” and the risk of misplaced confidence
A user says interpretability could benefit from more useful labor, but warns that unreliable evidence may breed misplaced confidence.
TLDR
One user suggests AI interpretability, like mathematics before it, is benefiting from a “science overhang”: a vast increase in useful labor for areas that previously received comparatively little. They also warn that mechanistic interpretability could be a net negative for the world if unreliable evidence creates misplaced confidence, particularly because alignment is hard.
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