The idea is simple: use an existing LLM to estimate the probability of each word appearing in a given sentence. If nearly every word ranks high in the LLM’s predictions (e.g., in the Top-N), the sentence is likely AI-generated. Conversely, if many words are unexpected, it’s more likely human-written.
Even More Value for Upgraders
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I’ve not spent enough time with them yet but the scale of the new model family is impressive. They started with Qwen3.5-397B-A17B on February 17th—an 807GB model—and then followed with a flurry of smaller siblings in 122B, 35B, 27B, 9B, 4B, 2B, 0.8B sizes.。业内人士推荐电影作为进阶阅读
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