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> Specifically when the document number reaches around 10k+

Where are you getting this? just read the paper and not seeing it -- interested to learn more

The RAG GP used suffered from semantic collapse.

where does it say that + what does GP mean here?

It was a stupid joke, don't mind it, sorry.