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Counterfactual experiments reveal that traditional LLM interpretability techniques fail to improve predictive accuracy, challenging long-held beliefs in the field.
Censored LLMs offer a surprisingly natural and effective environment for stress-testing methods that aim to elicit truthfulness and detect deception.
