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Third review pass over the blend material. Completeness: - the simulator README documented neither frac_reached_live nor the three correlated-churn columns (churn_mode, n_regions, region_locality) that every run now writes, and its model section never described correlated outages at all; - the knowledge graph had no pd nodes -- graphify update had never been run since the simulator was added (2643 -> 2968 nodes). Correctness/coherence: - section 3.5 quotes coverage without saying which coverage, now that 3.9 distinguishes all-node from live-network. It is all-node; under uniform churn the two agree to 0.001, so nothing in 3.5 turns on it. Said so explicitly; - 3.9 named its groups AS/region without noting that link latency ignores them. Regions are failure and peering domains, not latency domains -- real co-located nodes would also be faster, so the clustered delays are if anything pessimistic. Redundancy: - style.band_plot was dead: never called by any figure. Removed, with the two imports it alone needed; - the units sentence appeared verbatim in the header note and again opening the model section. Dropped the second. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>