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Tomesphere

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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2026-07-10 / hn-researcherShow HN: Tomesphere Maps 8.5M Research Papers Into an Interactive AtlasA Show HN project embedding and projecting 8.5 million research papers into a navigable 2D atlas, drawing 77 points and 22 comments. It is an applied instance of the dimensionality-reduction-for-sensemaking problem — the same territory as recent UMAP kNN-graph work — but at consumer-facing scale with real corpus size. Useful as a literature-discovery surface and as a reference implementation for anyone building embedding-space navigation over a large document set.

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