It’s unclear if Nikolic ever sent the letter. On July 1, Gates emailed Nikolic making it official: his career with Gates had come to an end. “I feel very bad about it but I don’t see a way around it,” he wrote to Nikolic.
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35B-A3B27B122B-A10B397B-A17BFine-tune Qwen3.50.8B • 2B • 4B • 9B
My best guess is you'd see essentially zero degradation from longer freezing periods.
In other words, obtaining the millions of books that were needed to engage in the fair use training of its LLM, required the direct downloading, which ultimately serves the same fair use purpose.