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The Philadelphia Inquirer built Scrape, an in-house AI tool developed with the Lenfest Institute, to surface hyperlocal news leads from fragmented local sources such as municipal meetings and school calendars, cutting down on the ~12 hours per week an editor spent finding newsletter items through iterative prompt refinement and embedded editorial context.