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Human text being flagged as wholly or partially synthetic is the default now. You move the knob on the AUPRC curve until it’s catching spam, and you report spam when you’re pretty sure. You report: “don’t know” the rest of the time.



A spam filter is different to a LLM detector.

The non-functional OpenAI tool claimed to be a LLM detector but didn't work, so they were 100% right to withdraw it.




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