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Read the result in its research context.

Follow the published construction into its registered claims, then explore reviewed research questions, attempts and the connections that remain open.

Established in scope

Recursive SOM oscillations depend on chosen learning rates

In the question: Common clock sectors, quartic geometry and operational reconstruction

Finitely tested property of the expressly chosen learning rule. Frozen response is not the full Jacobian;no general attractor theorem,no identification with physical time or an original TFPT Clock.

Read the exact result, assumptions and evidence

Result

Nine prescribed beta/eta pairs around the original settings were executed5000 steps each. Three reach numerical rest,six retain motion. At beta=.25,changing eta=.15 to.075 changes frozen-response periods from11201/64540 to18551/106907 iterations. For all9 states,the observed frozen120x120 response reproduces the next1000 nonlinear steps with relative error<8e-14. Normal and-OO runs produce identical result bytes.

Required assumptions

  • Explicitly chosen recursive SOM rule on60 native signal cells

    Given solely for the authorized model study is the60x35 complex update of RECURSIVE-SOM-AUDIT.txt section1,with native K60,fixed neighbors,row normalization,Euclidean winners,batch means and chosen c,beta,eta. The code basis is readout only. This update and its initial alignment are not primitive TFPT laws.

  • Symmetric quartic and actual erasure intertwiner

    Use Sym^4 of the native four-representation, the actual five codeword sums, and the existing one-register erasure intertwiner. The symmetric tensor rule and its physical selection are not silently inferred from the full tensor product.

  • Existing even E8 lattice, Gaussian J and sign lifts

    Given existing even unimodular E8 with actual J(x0,x1,...)=(-x1,x0,...) and J²=-I, and the original ordered sign lattice cocycle. Sign automorphisms have kernel Hom(L,F2). Retain original integral ordered basis and generator phases; no enlargement to U1 characters except explicitly defined scalar pushouts.

Original evidence

  • RECURSIVE-SOM-AUDIT.txt lines 1–101

    Source checked at this snapshot

    Original location and fingerprint

    experiments/theory-contracts/collective-native-marginal-origin-20261026/RECURSIVE-SOM-AUDIT.txt

    d52d1cbb7b88572d4ee097fd412e8e611c3f7019baace049eb3ee6d1a6476c1c

  • fundamental_audit.py lines 1–134

    Source checked at this snapshot

    Original location and fingerprint

    experiments/theory-contracts/collective-native-marginal-origin-20261026/recursive_machine_audit/fundamental_audit.py

    94e0bfa42f6e8442668ed3c7b0baa239e80229b7090ff7e8e706811f60f3d77e

finding:declared-recursive-native-som-clocks-depend-on-chosen-rates