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  "text": "A couple of days ago, I did a quick explainer on Claude’s new watermarking process and implementation. Since it’s such a popular topic and sparked such a lively discussion, I thought it might be interesting to go into a bit more detail when explaining how it works.\n\nSo, instead of the usual text article, I recorded a little lecture on the topic (to change it up a bit from my usual articles). \n\nIt ended up a bit longer than intended, but I hope it clarifies a lot of things:\n\n- Sampling the next token in an LLM and pseudorandom number generators\n- How watermarking relates to the regular LLM sampling process\n- Whether watermarking makes text \"worse\"\n- How to remove watermarks\n- Tournament sampling\n- How new text is checked for watermarks without rerunning the LLM\n\nI ended up with ~50 slides, but I hope that these explain it well, though! Happy watching!",
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