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Is there a way to make sure ChatGPT never persists any information between chats? I want each chat to be completely new, where it has no information about me at all.

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Yeah, there's a 'Reference saved memories' option you can turn off in the settings. (Despite the name, it turns off both referencing existing memories and making new ones.)

In that case, best bet might be to use it via APIs, either directly from OpenAI or via a router like OpenRouter as provider, and then use whatever chatting frontend you want.

Or you could also click the ‘New temporary chat’ chatgpt button which is meant to not persist and not use any past data.

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