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this post was submitted on 22 Aug 2023
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https://medium.com/@rxtang/the-science-of-detecting-llm-generated-texts-e816a14c18d
But yes it is tho ;)
“Existing detection methods can be roughly grouped into two categories: black-box detection and white-box detection, black-box detection methods are limited to API-level access to LLMs. They rely on collecting text samples from human and machine sources, respectively, to train a classification model that can be used to discriminate between LLM- and human-generated texts. An alternative is white-box detection, in this scenario, the detector has full access to the LLMs and can control the model’s generation behavior for traceability purposes. In practice, black-box detectors are commonly constructed by external entities, whereas white-box detection is generally carried out by LLM developers.”