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  "namespace": "wsrf-heads-up-zones-2026-09-19-extension-v1",
  "status": "complete",
  "design": [
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      "name": "main",
      "samples": 128,
      "blocks": 8,
      "hands_per_block": 20000
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    {
      "name": "sensitivity",
      "samples": 256,
      "blocks": 4,
      "hands_per_block": 10000
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      "sha256": "1c50583926cc485d9ee009742d58b503af8774d450d7613d7131d3fbba77fe3d"
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      "policy": "conventional LAG with public HUD reads"
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  "primary": "Final-round zones minus zone-free fit on identical replay, equal total tree count; assessed separately for TAG and LAG.",
  "secondary": "Served checkpoint absolute return and difference from conventional reference; pocket-zone descriptions; doubled equity sampling sensitivity.",
  "scope": "Local 40/100 BB heads-up opponents, practice chips, zero rake. Zone association is distinct from a controlled policy improvement.",
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