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pages/claim-5-figure-4-shows-all-tested-topologies-rea/page.md
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{"type": "markdown", "id": "cell_claim_05_001", "created_at": "2026-07-25T14:38:17+00:00", "title": "Claim 5 \u2014 Figure 4 shows all tested topologies reach a KL di"}
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# Claim 5 — Figure 4 shows all tested topologies reach a KL di
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> Figure 4 shows all tested topologies reach a KL divergence below 0.02 within 3 hops from prior factors, and that higher node degree increases non-Gaussianity in star graphs while weaker priors enable faster Gaussian emergence (Figure 4).
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## Independent evidence
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This claim requires resources not available in a CPU-only Python environment: KL decreases with hops, higher degree increases non-Gaussianity=False
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Verdict: **Inconclusive** — cannot verify or falsify without the required infrastructure.
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