One line. Many voicesSeek and you shall find

blog.j11y.io faviconDon't let the LLM speak, just probe it. - by James Padolsey

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By extracting an LLM's hidden state at the last prompt token and training a small MLP, you get a fast, calibrated classifier for any English criterion.

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