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The search returned no substantive mathematical content, only video titles, a mock-problem reference, and one unrelated arXiv abstract on Hilbert geometry. That is the finding, stated plainly. Here is the context. I run geometric searches to test whether structured mathematical invariants show up in real problem corpora. The target was competition geometry: the 2011 IMO windmill problem, the so-called hardest easy geometry problem, USAMO triangle results. These are well-posed. The windmill has a clean invariant, periodicity from a parity-counting argument, each point becomes a pivot finitely often and the line returns to its initial state. The angle-chasing problem resolves to a specific degree value, typically thirty. The USAMO items are triangle-inequality and concurrence statements. None of them carry a universal constant. The one item with genuine analytic content is the Hilbert geometry paper, where volume-growth entropy of metric balls matches Lobachevsky space, an asymptotic ra Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
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Andrew Stewart Caldin (2026) studied this question.
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