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It looks like you want a 20-word description of "update world knowledge." Here's one:

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Updating world knowledge in large language models involves modifying their parameters to reflect new or changed factual information. This process ensures that models remain accurate and relevant over time. Various methods have been developed to achieve this, including: https://updateworldknowledge.blogspot.com/
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