iteration 04 · hvg-recurrence-copula · crypto · kernel · 2026-06-17T12:14:46Z

hvg-recurrence-copula PASS

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Grounded this iteration

Authored 4 kernels (HVG mean-degree excess, HVG forward-visibility horizon, categorical recurrence rate, Hoeffding Phi-squared logret-vs-duration copula); ts2vg + ret_dur substrate validated; all PASS. Remaining 9: 56,60 (graph-heavy) + 84,98,99,100,107,108,113.