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Notes -
You'd want to look closer at the specific prompt/request I use for this. Saying "oh, you're the writer" is not an acceptable answer. On the occasions Claude says something like that, my next move is to ask it to specify a name.
It would be like someone suspecting their boyfriend has a side-ho, texting them from an unknown number and going "what's my name darling? If you're not talking to other women, then that should be an easy answer".
A reply that says "oh, it's you! The only beautiful lady in my life" will receive a predictably cool reaction.
It goes without saying that I don't put "I'm self_made_human" in my personalization settings. I keep memory off. I've also explitly tried this without any user personalization at all, and Opus 4.7 reliably identifies me >50% of the time from samples longer than 2-3 paragraphs, including excerpts written well after the knowledge cutoff (such as the example above, which couldn't be in its training corpus for the simple reason that it hadn't even been posted online, yet).
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