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Pinterest has filed a patent application for a machine learning system that can analyze linked webpages to determine if they contain spam, malicious, or otherwise undesirable content. The system uses multiple models to analyze textual, media, and structural features of the page and compares them to known spam pages in a database. This technology will help Pinterest maintain the quality of its platform and protect its users from unwanted content.
