Data exposed even briefly can live on in generative AI chatbots long after the data is made private.
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This is nothing new. Once on the internet, always on the internet. There are archiving websites just for the purpose of archiving other websites (and Github code). Copilot is not changing anything.
Github is for open source, use gitlab or self host for private code
Just have everything be open source
