Deep Learning, Artificial Intelligence, Llm, ChatGPT, Gpt 3.
perturbation discrepancy by the standard deviation of the observed values used to estimate E~xq(.|x) log p(~x) provides a slightly better signal for detection, typically increasing AUROC by around 0.020, so normalized version of the perturbation discrepancy is used in the experiments. Algorithm: