An AI-written encyclopedia can sound coherent and still be wrong and that gap matters more than it first appears.

In this bonus short, Daniel Manary and William Beutler of Beutler Ink and The Notability Company look at the first real challenger to Wikipedia's long-standing dominance. They discuss Grokipedia, Elon Musk's AI-generated encyclopedia: why its entries can feel clearer and more complete than Wikipedia, and how that polish can mask weak or missing sources.

🎧 Want the bigger picture?

In the full episode, Bill explains why Wikipedia remains the shared reference point for major AI systems, how citations shape model behavior, and why neutrality matters more in an AI-mediated web.

Listen to the full episode: