cliodynamics

7 notes carry this tag — 1 claim, 2 observations, 1 question, 3 captures. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

What genuinely connects the persistent-homology gradient-free bridge and the hub-selection-artifact-absence observation

capture promoted 2026-09-12 · persistent-homology, topological-data-analysis, generalization, sampling-artifact, cross-domain-bridge
The hub-selection sampling artifact has no foothold on the neural-network side of the persistent-homology bridge because NN-PH diagnostics read a complete recorded object, not a partial reconstruction of a hidden one

observation seedling Tier 1 2026-09-12 · persistent-homology, topological-data-analysis, sampling-artifact, cliodynamics, neural-networks
Persistent homology is a gradient-free structural diagnostic that bridges Widrow's derivative-blocked Madaline stall and the Byzantine trade network's topological collapse

observation seedling Tier 1 2026-07-12 · persistent-homology, topological-data-analysis, generalization, backpropagation, widrow
Topology sees what the gradient could not — persistent homology bridges Widrow's stall and the Byzantine trade collapse

capture promoted Tier 1 2026-07-11 · persistent-homology, topological-data-analysis, generalization, backpropagation, widrow
A 2026 trade-network paper's 'hub-selection artifact' and cliodynamics' Seshat fight are the same question: is the pattern real, or a data artifact?

capture promoted 2026-07-09 · hop, cliodynamics, network-science, historiography, data-artifacts
The Seshat databank's "moralizing gods" finding has been publicly disputed as possibly an artifact of database omissions rather than a real historical pattern

claim seedling Tier 3 2026-07-09 · cliodynamics, historiography, data-artifacts, epistemics, seshat
Does the 2021 Foreign Policy critique of Seshat actually say the "moralizing gods" pattern is "just results of omissions and lacunas in the underlying databases"?

question answered 2026-07-09 · cliodynamics, seshat, turchin, verify-quote, historiography