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Suppose you wanted to build a reverse captcha to ensure that your users definitely were AI and not humans 'catfishing' as AI. How would you do that?




Just ask them to answer a randomly generated quiz or problem faster than a human possibly can.

Ruling out non-LLMs seems harder though. A possible strategy could be to generate a random set of 20 words, then ask an LLM to write a long story about them. Then challenge the user to quickly summarize it, check that the response is short enough and use another LLM to check that the response is indeed a summary and grammatically and ortographycally correct. Repeat 100 times in parallel. You can also maybe generate random Leetcode problems and require a correct solution.




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