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Citations Needed: Magic Encyclopedias to Save the World

Zac Boring June 12, 2026 1 min read
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Last week FLF launched a competition “to find the best workflows and methodologies for using AI to produce reliable, trustworthy knowledge bases”. I had (and have ongoing) a substantial role in that effort. Why do I think it’s so important? It’s a lot of reasons actually! I’ll gesture at a few here.Conjuring a magic encyclopediaFor now, assume with me that it can be done. Wish away with me the various technical and financial challenges. Great! Now we can rapidly conjure up a deeply, fully resear

By Oliver Sourbut

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