Privacy Regarding 'Related Videos'

I was watching the latest Surveillance Report and noticed that LibreTube has been pretty on point with related videos, especially as of late.

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What can you guys tell me about how Piped/LibreTube does this with such accuracy?

Am I giving up some degree of privacy in order to see more accurate related videos?

Or is it something that’s generated per-click, and isn’t at all retained for targeted recommendations?

I would appreciate if someone could break it down to me as if I were five (if possible).

Just a guess : Since LibreTube pulls everything from Piped, I think the latter pulls these (non-targeted?) ‘releated videos’ section from YT servers.

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I think that’s because Techlore is among the few channels that are ‘featured’ on the website:

You probably got the recommendations based on the video you were watching at the time.

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