Bill Beutler has spent two decades inside Wikipedia and built Beutler Ink, a digital agency specializing in Wikipedia public relations. That job exists because editing Wikipedia is not simple, and getting it wrong has real consequences. This conversation pulls apart how the site actually functions: governance, editorial rules both written and unwritten, and why edits survive or get reverted.
The most useful parts of this episode are not the conclusions but the mechanics. Beutler explains the editor power structure that Wikipedia officially calls 'no cabal' and links to a policy page by that exact name. He covers how notability is determined, how conflicts of interest are handled, and what the funding model actually looks like for a site ranked in the global top ten.
The AI question gets direct treatment. Beutler does not dismiss the threat of LLMs cannibalizing Wikipedia traffic, but he does complicate it. If you rely on Wikipedia as a source or work with clients who show up there, this episode contains operational knowledge that changes how you approach both.
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