this post was submitted on 23 Feb 2026
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Torture can be a useful way of extracting information if you have a way to instantly verify it, which actually makes it a good analogy to LLMs. If I want to know the password to your laptop and torture you until you give me the correct password and I log in then that works.
In fact it cannot ever be a useful way of extracting information. Even just randomly guessing is a better way to get the information you want than torture.
If you can instantly verify it then you don't need the torture.
Getting the person to volunteer the information is proven to be far, far more successful and being able to instantly verofy means you know when you have the answers.