That would be a huge result it if works. The paper: "Our approach is to train a classifier that outputs the probability that a statement is truthful, based on

That would be a huge result it if works. The paper: "Our approach is to train a classifier that outputs the probability that a statement is truthful, based on the hidden layer activations of the LLM as it reads or generates the statement. Experiments demonstrate that given a set of test sentences, of which half are true and half false, our trained classifier achieves an average of 71% to 83% accuracy labeling which sentences are true versus false, depending on the LLM base model."[1] It's not entirely clear what they measured and whether what they measured is useful. Is this a major result? [1] https://arxiv.org/pdf/2304.13734 https://arxiv.org/pdf/2304.13734