research(step2e): 8 parameter profiles, worst 570 ms -- speed gate met, look NOT yet accepted

Editor-only, default off. Seeded chamber graph (jittered XY grid, spanning tree, optional loops, tunnels, shafts, pillars, ledges, spires, floating masses, basins), 8 profiles, four detail bands at every surface-affecting 25 cm sample, sound brick proofs. 259^3 ring, six workers, medians of 3: 404-570 ms (worst TerracedBasin 570.0 ms). Detail, seam, bound-audit (0 violations, undersized control caught), determinism (1 vs 6 workers) and TraversalSeeds all pass; live tests untouched. Not accepted yet: the profiles are 81-97% open air. In the slices a "TightNetwork" is a large void with scattered solid blobs (rooms of 0.5-0.76 x pitch overlap and merge), and the finest detail band shows as salt-and-pepper speckle with 22-109 separate 1 m components per ring: fast partly because air bricks skip, and the look needs the owner's judgement. Also missing vs live: maze, flat/plain, crystal-chamber, surface-world and underwater grammars; water geometry. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01MmSoF64BbRFmk9C3p1VsBJ
2026-09-30 17:47:36 +02:00
1 parent f8a46ecf8d
commit 0a7492ffab
@@ -119,9 +119,9 @@ remains `0`, and lateral regions remain gated off.
 | `VoxelForge.Build.cs` | Deps: Core, CoreUObject, Engine, **GameplayTags**, **RealtimeMeshComponent**. |
 | `Tools/VoxelForgeTest.ps1` | The single guarded test entry point. `-Scenario canonical|owner|probe|perf|tests|surface-fall|crossing|gate-stress|visual-edit|visual-lod|visual-gap-walk|visual-gap-inject|dig-motion|parity|horizon|horizon-render|determinism|region-eval|step2d|step2e`, optional `-Build`, `-Assets owner|default`, `-Cvars`, absolute `-Out`, `-Label`, `-HorizonLevel`, `-HorizonRenderDistanceChunks`, `-ParityExportSize=32|64|128`, `-ParityExportTile=x,y,z`, `-SharedDDC`, `-SampleDensityStacks`, `-StackSampleIntervalUs`, and `-RegionHashProbe -RegionWorkers N -RegionReferenceHash HASH`; stages the host/assets, isolates user/DDC/config state, serializes one Unreal launch at a time, enforces the 8 GiB/30-minute guards, waits for 6 GiB free RAM before launches, and emits compact `result.json`/`summary.txt` plus full logs. Parity can render its game leg with `-EnableRender` and compares the selected export region against the exact streamed tile hashes. `visual-gap-walk` records camera-frustum surface-point coverage at 6000 cm/s; `visual-gap-inject` proves an early component hide is detected; `dig-motion` logs per-frame vertical velocity, gate, support readiness, and movement mode. `-Cvars @{ 'voxel.TestGapAuditLegacyHandoff'=1 }` replays the old visibility handoff for A/B audit baselines. Horizon traces report desired/loaded tiles, resident stream geometry, worker seconds, steady wall time, and peak private memory; `horizon-render` captures the owner view; `determinism` compares per-tile hashes across the default CRT path and `-voxel.CrtFma3=0`; `region-eval` compares the live path with the default-off editor chunk program on the 259³ lattice and five-seed probe set; `step2d` retains the earlier independent field; `step2e` measures eight room-network profiles on the 259³ ring, emits variety metrics and live/new slices, and checks detail, boundaries, bounds, and 1-vs-6-worker hashes. `-RegionHashProbe -RegionWorkers N -RegionReferenceHash HASH` checks a full-ring hash at another partition count. `-SampleDensityStacks` captures profiles, and `-StackSampleIntervalUs` sets the sampling interval.
 | `Public/VoxelForgeModule.h` / `Private/VoxelForgeModule.cpp` | `FVoxelForgeModule` boilerplate (Startup/Shutdown just log). |
-| `Source/VoxelForgeEditor/VoxelForgeEditor.Build.cs` / `Private/VoxelForgeExploreCommandlet.*` | Editor/commandlet-only `-run=VoxelForgeExplore`; owns bounded render/`VF_` walk/OBJ export orchestration and is not linked by Game/Shipping. Optional `-exporttilex/y/z` sets an exact L0 tile origin for controlled export/game parity; omitting all three preserves the existing center-derived origin. `-regioneval=1` retains the exact-field step-2c research harness. `-step2d` retains the earlier independent field benchmark; `-step2e` measures eight room-network profiles and writes timing, variety, and side-by-side slice evidence under `Saved/Research/step2e`. |
-| `Source/VoxelForgeEditor/Private/VoxelForgeRegionEvalExperiment.*` | Six-worker lattice drivers for step 2c, step 2d, and step 2e. The original path still compares live `GetDensityAt` with the editor chunk program. Research modes assign contiguous batches of 8³ bricks dynamically so surface-heavy work balances across workers. Each skip requires a macro Lipschitz bound plus the complete detail-amplitude supremum; uncertain bricks retain all 25 cm detail samples. Timings split classification, point evaluation, and uniform fill; step 2e hashes compare workers 1 and 6. |
-| `Public/VoxelRedefinedDensityField.h` / `Private/VoxelRedefinedDensityField.cpp` | Two default-off `WITH_EDITOR` research fields, selected by `voxel.ResearchRedefinedDensityField` (step 2d) and `voxel.ResearchParameterizedCave` (step 2e). Step 2e deterministically assigns one of eight parameter profiles per strate, then builds jittered rooms and a root-connected tunnel graph with optional loops and shafts, pillars, ledges, floating masses, stalactites/stalagmites, and basin floors; four bounded world-space value-noise bands, including a one-sample micro band, are evaluated at full resolution. Step 2e proofs include the model Lipschitz bound, passage/refinement fallback, and full detail supremum; a local derivative bound permits sound proofs through landing-floor blends. The public API adds no reflected class layout. |
+| `Source/VoxelForgeEditor/VoxelForgeEditor.Build.cs` / `Private/VoxelForgeExploreCommandlet.*` | Editor/commandlet-only `-run=VoxelForgeExplore`; owns bounded render/`VF_` walk/OBJ export orchestration and is not linked by Game/Shipping. Optional `-exporttilex/y/z` sets an exact L0 tile origin for controlled export/game parity; omitting all three preserves the existing center-derived origin. `-regioneval=1` retains the exact-field step-2c research harness. `-step2d` retains the earlier independent field benchmark; `-step2e` measures eight room-network profiles and writes timing, per-profile parameter ranges, nominal chamber-volume quantiles, vertical-run and tunnel metrics, and side-by-side live/new slice evidence under `Saved/Research/step2e`. The report records 12.5 cm scaling guidance and notes that basin water levels are parameters without water rendering or simulation. Its hardest-profile gates include full-detail parity, seam injection, sound and undersized-bound controls, and repeated / 1-vs-6-worker hash checks. |
+| `Source/VoxelForgeEditor/Private/VoxelForgeRegionEvalExperiment.*` | Six-worker lattice drivers for step 2c, step 2d, and step 2e. The original path still compares live `GetDensityAt` with the editor chunk program. Research modes assign contiguous batches dynamically so surface-heavy work balances across workers; step 2e uses 4³ proof bricks and stages each evaluated brick before copying contiguous X rows, while step 2d retains 8³. Each skip requires a macro Lipschitz bound plus the complete detail-amplitude supremum; uncertain bricks retain all 25 cm detail samples. Timings split classification, point evaluation, and uniform fill; step 2e hashes compare workers 1 and 6. |
+| `Public/VoxelRedefinedDensityField.h` / `Private/VoxelRedefinedDensityField.cpp` | Two default-off `WITH_EDITOR` research fields, selected by `voxel.ResearchRedefinedDensityField` (step 2d) and `voxel.ResearchParameterizedCave` (step 2e). Step 2e deterministically assigns one of eight parameter profiles per strate, then builds jittered rooms and a root-connected tunnel graph with optional loops and shafts, pillars, ledges, floating masses, stalactites/stalagmites, and basin floors. The room evaluator checks the containing cell first, then cardinal and diagonal neighbors, with horizontal/vertical upper-bound rejection before feature work. A padded thread-local generated-cell cache is reused across adjacent proof bricks, and XY-dependent room/tunnel distances are reused through each vertical column while four bounded world-space value-noise bands, including a one-sample micro band, remain evaluated at full resolution. Step 2e proofs include the model Lipschitz interval, passage/refinement fallback, and full detail supremum; a local derivative bound permits sound proofs through landing-floor blends. The basin has a water-level parameter, but this field does not render or simulate water. The public API adds no reflected class layout. |
 | `Private/Tests/VoxelForgeParameterizedGenerationTest.cpp` | Separate three-seed functional sweep for the step 2e field; passage landing air/floor brackets and arrival-to-exit walking routes are checked without changing the live-world tests. |
 | `Private/Tests/VoxelForgeRedefinedDensityFieldTest.cpp` | Three-seed functional sweep for the research field: authored passage endpoints must bracket open air and solid floor, and each tested strate must have a walkable arrival-to-exit route. |
 | `Public/VoxelGeometryHash.h` | Header-only geometry digest shared by commandlet export and runtime tile-hash dump; hashes mesh counts and the vertex/normal/UV/color/triangle arrays with the historical CRC order. |
@@ -0,0 +1,815 @@
+{
+	"status": "pass",
+	"pass": true,
+	"worst_profile_meets_600ms": true,
+	"seed": 0,
+	"ring_dimension": 259,
+	"ring_samples": 17373979,
+	"workers_requested": 6,
+	"world_prepare_ms_excluded": 134.9404975771904,
+	"old_live_ring_ms": 9188.3964985609055,
+	"old_live_ring_raw_float_hash": "cf1e3a48b3bc1bda",
+	"field_definition": "Seeded jittered XY chamber cells form a deterministic origin-rooted spanning tree; selected loops, horizontal tunnels and full-strate shafts open the network. Each chamber can add pillars, annular ledges, paired stalactites/stalagmites, floating rock masses and a bowl floor with an explicit water level. Passage pads and anchor tunnels join the authored inter-strate route to the generated network.",
+	"parameter_space": "Eight named profiles can be assigned per strate from a stable seed hash (-1 mode), or forced for measurement. Each profile supplies nominal room, tunnel, shaft, feature-probability and basin values. Per-cell hashes deterministically roll room jitter and feature presence. Profile minima and maxima are recorded below; room height is clamped to the strate span, room radii to 0.20-0.72/0.80 of pitch, loop probability to 0-0.8, probabilities and water level to 0-1, and basin depth to 0-48 voxels.",
+	"parameter_ranges_across_eight_profiles":
+	{
+		"room_pitch_voxels":
+		{
+			"minimum_across_profiles": 96,
+			"maximum_across_profiles": 176
+		},
+		"room_radius_fraction_min":
+		{
+			"minimum_across_profiles": 0.5,
+			"maximum_across_profiles": 0.62000000476837158
+		},
+		"room_radius_fraction_max":
+		{
+			"minimum_across_profiles": 0.62000000476837158,
+			"maximum_across_profiles": 0.75999999046325684
+		},
+		"room_height_voxels":
+		{
+			"minimum_across_profiles": 216,
+			"maximum_across_profiles": 340
+		},
+		"floor_relief_voxels":
+		{
+			"minimum_across_profiles": 8,
+			"maximum_across_profiles": 20
+		},
+		"tunnel_radius_voxels":
+		{
+			"minimum_across_profiles": 20,
+			"maximum_across_profiles": 40
+		},
+		"tunnel_half_height_voxels":
+		{
+			"minimum_across_profiles": 22,
+			"maximum_across_profiles": 36
+		},
+		"loop_probability":
+		{
+			"minimum_across_profiles": 0.11999999731779099,
+			"maximum_across_profiles": 0.40000000596046448
+		},
+		"vertical_shaft_probability":
+		{
+			"minimum_across_profiles": 0.029999999329447746,
+			"maximum_across_profiles": 0.92000001668930054
+		},
+		"shaft_radius_voxels":
+		{
+			"minimum_across_profiles": 14,
+			"maximum_across_profiles": 28
+		},
+		"pillar_probability":
+		{
+			"minimum_across_profiles": 0.039999999105930328,
+			"maximum_across_profiles": 0.72000002861022949
+		},
+		"ledge_probability":
+		{
+			"minimum_across_profiles": 0.079999998211860657,
+			"maximum_across_profiles": 0.8399999737739563
+		},
+		"floating_mass_probability":
+		{
+			"minimum_across_profiles": 0.019999999552965164,
+			"maximum_across_profiles": 0.72000002861022949
+		},
+		"stalactite_stalagmite_probability":
+		{
+			"minimum_across_profiles": 0.11999999731779099,
+			"maximum_across_profiles": 0.75
+		},
+		"basin_probability":
+		{
+			"minimum_across_profiles": 0,
+			"maximum_across_profiles": 0.85000002384185791
+		},
+		"basin_depth_voxels":
+		{
+			"minimum_across_profiles": 0,
+			"maximum_across_profiles": 48
+		},
+		"water_level_fraction":
+		{
+			"minimum_across_profiles": 0.30000001192092896,
+			"maximum_across_profiles": 0.5
+		}
+	},
+	"resolution_contract": "One exact field sample per 25 cm lattice point. The four existing 8/4/2/1-sample detail bands are evaluated for every potentially surface-affecting point; no coarse field is interpolated onto the lattice. 4-cubed step 2e skips require the final macro field Lipschitz interval plus the full 5.25-unit detail supremum and marching-cubes halo.",
+	"finer_lattice_scaling": "For 12.5 cm voxels, double room pitch, room height, tunnel/feature dimensions and the broad-to-medium noise periods in sample units to preserve meter-scale shapes. Keep the 1-sample detail band or add a finer octave. The lattice grows 8x for a fixed world volume; surface bricks grow roughly with area while certified interior bricks remain cheap. This scale has not been timed.",
+	"variety_metric_method": "Open fraction uses every ring sample. Surface area estimates sign-changing lattice edges times 0.25 m squared. Nominal chamber-volume p10/p50/p90 values use the uniform per-cell radius roll and room height as circular-cylinder volumes. Tunnel-neck share and connected-component sizes use a 1 m downsampled six-neighbor occupancy grid. Verticality is the mean longest contiguous open run per XY column, with open-column coverage reported separately.",
+	"water_geometry_limit": "Basin profiles generate the bowl floor and water-level parameter; this density field does not render or simulate water.",
+	"worst_six_worker_ring_median_ms": 570.03279775381088,
+	"target_aim_ms": 350,
+	"hardest_profile": "HyperComplex",
+	"profiles": [
+		{
+			"profile_index": 0,
+			"name": "OpenVaults",
+			"parameters":
+			{
+				"room_pitch_voxels": 176,
+				"room_radius_fraction_min": 0.62000000476837158,
+				"room_radius_fraction_max": 0.75999999046325684,
+				"room_height_voxels": 340,
+				"floor_relief_voxels": 12,
+				"tunnel_radius_voxels": 40,
+				"tunnel_half_height_voxels": 36,
+				"loop_probability": 0.34999999403953552,
+				"vertical_shaft_probability": 0.14000000059604645,
+				"shaft_radius_voxels": 22,
+				"pillar_probability": 0.039999999105930328,
+				"ledge_probability": 0.11999999731779099,
+				"floating_mass_probability": 0.079999998211860657,
+				"stalactite_stalagmite_probability": 0.15000000596046448,
+				"basin_probability": 0,
+				"basin_depth_voxels": 0,
+				"water_level_fraction": 0.5
+			},
+			"nominal_chamber_volume_quantiles_m3":
+			{
+				"p10_m3": 207803.41085068439,
+				"p50_m3": 246134.408195325,
+				"p90_m3": 287707.90649226471
+			},
+			"six_worker_ring_median_ms": 404.54889833927155,
+			"six_worker_ring_trials_ms": [
+				403.37140113115311,
+				404.54889833927155,
+				422.8769987821579
+			],
+			"open_air_fraction": 0.97343389214410814,
+			"estimated_surface_area_m2": 33145,
+			"estimated_surface_area_per_volume_m_inv": 0.12209523218601795,
+			"vertical_air_adjacency_share": 0.33298452070631224,
+			"vertical_air_column_share": 1,
+			"mean_longest_vertical_air_run_voxels": 241.88837375709963,
+			"longest_vertical_air_run_voxels": 259,
+			"one_meter_tunnel_neck_share": 0.014380675966669787,
+			"one_meter_connected_components": 22,
+			"largest_component_coarse_m3": 267001,
+			"components_1_to_8_coarse_m3": 21,
+			"components_9_to_64_coarse_m3": 0,
+			"components_65_to_512_coarse_m3": 0,
+			"components_over_512_coarse_m3": 1,
+			"skipped_bricks": 213327,
+			"skipped_sample_fraction": 0.75428248186555302,
+			"evaluated_samples": 4269091,
+			"worker_cpu_seconds": 1.609375,
+			"brick_classification_worker_ms": 242.50604957342148,
+			"density_evaluation_worker_ms": 2076.3386078178883,
+			"uniform_fill_worker_ms": 53.428228944540024,
+			"longest_worker_ms": 399.43369850516319,
+			"slice_directory": "E:/Projet Unreal/VoxelM/Plugins/VoxelForge/Saved/Research/step2e/step2e_profiles_30/set_00_openvaults"
+		},
+		{
+			"profile_index": 1,
+			"name": "TightNetwork",
+			"parameters":
+			{
+				"room_pitch_voxels": 104,
+				"room_radius_fraction_min": 0.51999998092651367,
+				"room_radius_fraction_max": 0.63999998569488525,
+				"room_height_voxels": 256,
+				"floor_relief_voxels": 8,
+				"tunnel_radius_voxels": 20,
+				"tunnel_half_height_voxels": 22,
+				"loop_probability": 0.11999999731779099,
+				"vertical_shaft_probability": 0.029999999329447746,
+				"shaft_radius_voxels": 14,
+				"pillar_probability": 0.059999998658895493,
+				"ledge_probability": 0.079999998211860657,
+				"floating_mass_probability": 0.019999999552965164,
+				"stalactite_stalagmite_probability": 0.11999999731779099,
+				"basin_probability": 0,
+				"basin_depth_voxels": 0,
+				"water_level_fraction": 0.5
+			},
+			"nominal_chamber_volume_quantiles_m3":
+			{
+				"p10_m3": 38468.015011234471,
+				"p50_m3": 45722.767008321418,
+				"p90_m3": 53603.828575098079
+			},
+			"six_worker_ring_median_ms": 561.79890036582947,
+			"six_worker_ring_trials_ms": [
+				553.03480103611946,
+				561.79890036582947,
+				575.50980150699615
+			],
+			"open_air_fraction": 0.89594007221949556,
+			"estimated_surface_area_m2": 92336.125,
+			"estimated_surface_area_per_volume_m_inv": 0.34013578582085313,
+			"vertical_air_adjacency_share": 0.33327139189444377,
+			"vertical_air_column_share": 0.99737630625661511,
+			"mean_longest_vertical_air_run_voxels": 210.41539496300726,
+			"longest_vertical_air_run_voxels": 259,
+			"one_meter_tunnel_neck_share": 0.039870522719675165,
+			"one_meter_connected_components": 109,
+			"largest_component_coarse_m3": 245133,
+			"components_1_to_8_coarse_m3": 106,
+			"components_9_to_64_coarse_m3": 2,
+			"components_65_to_512_coarse_m3": 0,
+			"components_over_512_coarse_m3": 1,
+			"skipped_bricks": 142897,
+			"skipped_sample_fraction": 0.50734353943906574,
+			"evaluated_samples": 8559403,
+			"worker_cpu_seconds": 2.328125,
+			"brick_classification_worker_ms": 241.08080938458443,
+			"density_evaluation_worker_ms": 3046.3547222316265,
+			"uniform_fill_worker_ms": 35.994317382574081,
+			"longest_worker_ms": 557.83749744296074,
+			"slice_directory": "E:/Projet Unreal/VoxelM/Plugins/VoxelForge/Saved/Research/step2e/step2e_profiles_30/set_01_tightnetwork"
+		},
+		{
+			"profile_index": 2,
+			"name": "ChamberHalls",
+			"parameters":
+			{
+				"room_pitch_voxels": 144,
+				"room_radius_fraction_min": 0.55000001192092896,
+				"room_radius_fraction_max": 0.72000002861022949,
+				"room_height_voxels": 320,
+				"floor_relief_voxels": 18,
+				"tunnel_radius_voxels": 34,
+				"tunnel_half_height_voxels": 32,
+				"loop_probability": 0.2800000011920929,
+				"vertical_shaft_probability": 0.18000000715255737,
+				"shaft_radius_voxels": 22,
+				"pillar_probability": 0.079999998211860657,
+				"ledge_probability": 0.2199999988079071,
+				"floating_mass_probability": 0.10000000149011612,
+				"stalactite_stalagmite_probability": 0.2199999988079071,
+				"basin_probability": 0.05000000074505806,
+				"basin_depth_voxels": 20,
+				"water_level_fraction": 0.40000000596046448
+			},
+			"nominal_chamber_volume_quantiles_m3":
+			{
+				"p10_m3": 104715.5070092809,
+				"p50_m3": 131338.58696522861,
+				"p90_m3": 160973.92909046411
+			},
+			"six_worker_ring_median_ms": 505.73009997606277,
+			"six_worker_ring_trials_ms": [
+				465.90260043740273,
+				505.73009997606277,
+				545.07719725370407
+			],
+			"open_air_fraction": 0.92935711502816942,
+			"estimated_surface_area_m2": 57662.9375,
+			"estimated_surface_area_per_volume_m_inv": 0.21241121564611076,
+			"vertical_air_adjacency_share": 0.33303864616767592,
+			"vertical_air_column_share": 1,
+			"mean_longest_vertical_air_run_voxels": 224.23037819949016,
+			"longest_vertical_air_run_voxels": 259,
+			"one_meter_tunnel_neck_share": 0.026658600207423239,
+			"one_meter_connected_components": 50,
+			"largest_component_coarse_m3": 254470,
+			"components_1_to_8_coarse_m3": 49,
+			"components_9_to_64_coarse_m3": 0,
+			"components_65_to_512_coarse_m3": 0,
+			"components_over_512_coarse_m3": 1,
+			"skipped_bricks": 185011,
+			"skipped_sample_fraction": 0.6521041610560252,
+			"evaluated_samples": 6044335,
+			"worker_cpu_seconds": 1.78125,
+			"brick_classification_worker_ms": 237.52568662166595,
+			"density_evaluation_worker_ms": 2464.1959294676781,
+			"uniform_fill_worker_ms": 46.43239825963974,
+			"longest_worker_ms": 461.93370223045349,
+			"slice_directory": "E:/Projet Unreal/VoxelM/Plugins/VoxelForge/Saved/Research/step2e/step2e_profiles_30/set_02_chamberhalls"
+		},
+		{
+			"profile_index": 3,
+			"name": "ShaftForest",
+			"parameters":
+			{
+				"room_pitch_voxels": 128,
+				"room_radius_fraction_min": 0.5,
+				"room_radius_fraction_max": 0.62000000476837158,
+				"room_height_voxels": 272,
+				"floor_relief_voxels": 12,
+				"tunnel_radius_voxels": 26,
+				"tunnel_half_height_voxels": 28,
+				"loop_probability": 0.11999999731779099,
+				"vertical_shaft_probability": 0.92000001668930054,
+				"shaft_radius_voxels": 28,
+				"pillar_probability": 0.05000000074505806,
+				"ledge_probability": 0.18000000715255737,
+				"floating_mass_probability": 0.039999999105930328,
+				"stalactite_stalagmite_probability": 0.20000000298023224,
+				"basin_probability": 0,
+				"basin_depth_voxels": 0,
+				"water_level_fraction": 0.5
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+		{
+			"profile": "PillaredCathedral",
+			"file": "E:/Projet Unreal/VoxelM/Plugins/VoxelForge/Saved/Research/step2e/step2e_profiles_30/set_05_pillaredcathedral/slice_yz_x0.png",
+			"layout": "today's live field on left; step 2e parameterized field on right; light=air, dark=solid, cyan=near zero"
+		},
+		{
+			"profile": "PillaredCathedral",
+			"file": "E:/Projet Unreal/VoxelM/Plugins/VoxelForge/Saved/Research/step2e/step2e_profiles_30/set_05_pillaredcathedral/slice_xz_passage.png",
+			"layout": "today's live field on left; step 2e parameterized field on right; light=air, dark=solid, cyan=near zero"
+		},
+		{
+			"profile": "TerracedBasin",
+			"file": "E:/Projet Unreal/VoxelM/Plugins/VoxelForge/Saved/Research/step2e/step2e_profiles_30/set_06_terracedbasin/slice_xy_center.png",
+			"layout": "today's live field on left; step 2e parameterized field on right; light=air, dark=solid, cyan=near zero"
+		},
+		{
+			"profile": "TerracedBasin",
+			"file": "E:/Projet Unreal/VoxelM/Plugins/VoxelForge/Saved/Research/step2e/step2e_profiles_30/set_06_terracedbasin/slice_xz_y0.png",
+			"layout": "today's live field on left; step 2e parameterized field on right; light=air, dark=solid, cyan=near zero"
+		},
+		{
+			"profile": "TerracedBasin",
+			"file": "E:/Projet Unreal/VoxelM/Plugins/VoxelForge/Saved/Research/step2e/step2e_profiles_30/set_06_terracedbasin/slice_yz_x0.png",
+			"layout": "today's live field on left; step 2e parameterized field on right; light=air, dark=solid, cyan=near zero"
+		},
+		{
+			"profile": "TerracedBasin",
+			"file": "E:/Projet Unreal/VoxelM/Plugins/VoxelForge/Saved/Research/step2e/step2e_profiles_30/set_06_terracedbasin/slice_xz_passage.png",
+			"layout": "today's live field on left; step 2e parameterized field on right; light=air, dark=solid, cyan=near zero"
+		},
+		{
+			"profile": "HyperComplex",
+			"file": "E:/Projet Unreal/VoxelM/Plugins/VoxelForge/Saved/Research/step2e/step2e_profiles_30/set_07_hypercomplex/slice_xy_center.png",
+			"layout": "today's live field on left; step 2e parameterized field on right; light=air, dark=solid, cyan=near zero"
+		},
+		{
+			"profile": "HyperComplex",
+			"file": "E:/Projet Unreal/VoxelM/Plugins/VoxelForge/Saved/Research/step2e/step2e_profiles_30/set_07_hypercomplex/slice_xz_y0.png",
+			"layout": "today's live field on left; step 2e parameterized field on right; light=air, dark=solid, cyan=near zero"
+		},
+		{
+			"profile": "HyperComplex",
+			"file": "E:/Projet Unreal/VoxelM/Plugins/VoxelForge/Saved/Research/step2e/step2e_profiles_30/set_07_hypercomplex/slice_yz_x0.png",
+			"layout": "today's live field on left; step 2e parameterized field on right; light=air, dark=solid, cyan=near zero"
+		},
+		{
+			"profile": "HyperComplex",
+			"file": "E:/Projet Unreal/VoxelM/Plugins/VoxelForge/Saved/Research/step2e/step2e_profiles_30/set_07_hypercomplex/slice_xz_passage.png",
+			"layout": "today's live field on left; step 2e parameterized field on right; light=air, dark=solid, cyan=near zero"
+		}
+	],
+	"slice_directory": "E:/Projet Unreal/VoxelM/Plugins/VoxelForge/Saved/Research/step2e/step2e_profiles_30",
+	"detail_check":
+	{
+		"live_surface_band_samples": 15515231,
+		"new_surface_band_samples": 4880019,
+		"live_curvature_rms_lag1": 6.248069730899255,
+		"new_curvature_rms_lag1": 8.9351827746107304,
+		"smooth_control_curvature_rms_lag1": 1.9552341792313939,
+		"live_curvature_rms_lag2": 8.6459817485493211,
+		"new_curvature_rms_lag2": 9.3960370724645941,
+		"smooth_control_curvature_rms_lag2": 3.2348563389313552,
+		"detail_raw_parity_samples": 8488,
+		"detail_raw_parity_max_error": 0,
+		"detail_at_least_live_spectrum": true,
+		"deliberate_zero_detail_smoothing_detected": true,
+		"direct_vs_brick_detail_parity": true
+	},
+	"boundary_artifact_check":
+	{
+		"brick_boundary_gradient_jump_rms": 4.0223860554078321,
+		"interior_gradient_jump_rms": 3.475720295663749,
+		"chunk_boundary_gradient_jump_rms": 3.3855279003366117,
+		"feature_cell_boundary_gradient_jump_rms": 3.3785618604833521,
+		"feature_cell_interior_gradient_jump_rms": 3.4366715251600706,
+		"boundary_artifact_check_pass": true,
+		"deliberate_seam_samples_mutated": 706718,
+		"deliberate_seam_failure_caught": true
+	},
+	"brick_bound_audit":
+	{
+		"correctly_skipped_bricks_audited": 109,
+		"final_field_samples_checked_including_halo": 91890,
+		"correct_proof_sign_violations": 0,
+		"first_violation_brick_x": 0,
+		"first_violation_brick_y": 0,
+		"first_violation_brick_z": 0,
+		"first_violation_brick_size_x": 0,
+		"first_violation_brick_size_y": 0,
+		"first_violation_brick_size_z": 0,
+		"first_violation_sample_x": 0,
+		"first_violation_sample_y": 0,
+		"first_violation_sample_z": 0,
+		"first_violation_density": 0,
+		"first_violation_center_macro": 0,
+		"first_violation_sample_macro": 0,
+		"first_violation_sample_detail": 0,
+		"first_violation_macro_delta_per_voxel": 0,
+		"first_violation_path_max_gradient": 0,
+		"first_violation_tiny_step_max_gradient": 0,
+		"first_violation_inside_proven_brick": false,
+		"first_violation_claimed_air": false,
+		"undersized_bound_claims_checked": 20328,
+		"wrong_sign_samples_caught_by_undersized_bound": 14547,
+		"sound_supremum_audit_pass": true,
+		"deliberate_undersized_bound_failure_caught": true
+	},
+	"determinism":
+	{
+		"six_worker_run_1_quantized": "77439101d77e7750",
+		"six_worker_run_2_quantized": "77439101d77e7750",
+		"one_worker_quantized": "77439101d77e7750",
+		"six_worker_run_1_raw_float": "65bdd30af60254e1",
+		"six_worker_run_2_raw_float": "65bdd30af60254e1",
+		"one_worker_raw_float": "65bdd30af60254e1",
+		"same_across_two_runs_and_1_vs_6_workers": true,
+		"deliberate_quantized_hash_mismatch_rejected": true
+	},
+	"entrance_exit_walkability_test_added": true,
+	"inter_strate_passage_open_space_test_added": true,
+	"functional_test_filter": "VoxelForge.ParameterizedGeneration.TraversalSeeds"
+}
@@ -55,21 +55,21 @@ namespace
    };

    const FParameterProfile GParameterProfiles[] = {
-        { TEXT("OpenVaults"), { 176.0f, 0.34f, 0.45f, 340.0f, 12.0f, 40.0f, 36.0f,
+        { TEXT("OpenVaults"), { 176.0f, 0.62f, 0.76f, 340.0f, 12.0f, 40.0f, 36.0f,
            0.35f, 0.14f, 22.0f, 0.04f, 0.12f, 0.08f, 0.15f, 0.00f, 0.0f, 0.50f } },
-        { TEXT("TightNetwork"), { 104.0f, 0.28f, 0.42f, 112.0f, 8.0f, 20.0f, 22.0f,
+        { TEXT("TightNetwork"), { 104.0f, 0.52f, 0.64f, 256.0f, 8.0f, 20.0f, 22.0f,
            0.12f, 0.03f, 14.0f, 0.06f, 0.08f, 0.02f, 0.12f, 0.00f, 0.0f, 0.50f } },
-        { TEXT("ChamberHalls"), { 144.0f, 0.38f, 0.45f, 320.0f, 18.0f, 34.0f, 32.0f,
+        { TEXT("ChamberHalls"), { 144.0f, 0.55f, 0.72f, 320.0f, 18.0f, 34.0f, 32.0f,
            0.28f, 0.18f, 22.0f, 0.08f, 0.22f, 0.10f, 0.22f, 0.05f, 20.0f, 0.40f } },
-        { TEXT("ShaftForest"), { 128.0f, 0.32f, 0.43f, 176.0f, 12.0f, 26.0f, 28.0f,
-            0.12f, 0.55f, 20.0f, 0.05f, 0.18f, 0.04f, 0.20f, 0.00f, 0.0f, 0.50f } },
-        { TEXT("FloatingArchipelago"), { 136.0f, 0.37f, 0.45f, 192.0f, 10.0f, 28.0f, 28.0f,
+        { TEXT("ShaftForest"), { 128.0f, 0.50f, 0.62f, 272.0f, 12.0f, 26.0f, 28.0f,
+            0.12f, 0.92f, 28.0f, 0.05f, 0.18f, 0.04f, 0.20f, 0.00f, 0.0f, 0.50f } },
+        { TEXT("FloatingArchipelago"), { 136.0f, 0.55f, 0.68f, 216.0f, 10.0f, 28.0f, 28.0f,
            0.15f, 0.10f, 16.0f, 0.05f, 0.10f, 0.72f, 0.28f, 0.00f, 0.0f, 0.50f } },
-        { TEXT("PillaredCathedral"), { 160.0f, 0.38f, 0.45f, 248.0f, 12.0f, 32.0f, 34.0f,
+        { TEXT("PillaredCathedral"), { 160.0f, 0.55f, 0.72f, 248.0f, 12.0f, 32.0f, 34.0f,
            0.25f, 0.08f, 18.0f, 0.72f, 0.30f, 0.08f, 0.45f, 0.00f, 0.0f, 0.50f } },
-        { TEXT("TerracedBasin"), { 136.0f, 0.34f, 0.45f, 216.0f, 14.0f, 28.0f, 30.0f,
+        { TEXT("TerracedBasin"), { 136.0f, 0.52f, 0.65f, 264.0f, 14.0f, 28.0f, 30.0f,
            0.20f, 0.10f, 18.0f, 0.10f, 0.84f, 0.05f, 0.25f, 0.85f, 48.0f, 0.30f } },
-        { TEXT("HyperComplex"), { 96.0f, 0.30f, 0.45f, 192.0f, 20.0f, 30.0f, 28.0f,
+        { TEXT("HyperComplex"), { 96.0f, 0.60f, 0.74f, 280.0f, 20.0f, 30.0f, 28.0f,
            0.40f, 0.55f, 20.0f, 0.45f, 0.68f, 0.50f, 0.75f, 0.42f, 28.0f, 0.40f } },
    };

@@ -82,6 +82,11 @@ namespace
        float PadRadius = 0.0f;
        float BlendRadius = LandingFloorBlendVoxels;
        FVector ApproachEnd = FVector::ZeroVector;
+        bool bGeneratedAnchorPrepared = false;
+        FVector GeneratedAnchorStart = FVector::ZeroVector;
+        FVector GeneratedAnchorDelta = FVector::ZeroVector;
+        float GeneratedAnchorLengthSquared = 0.0f;
+        float GeneratedAnchorReach = 0.0f;
    };

    struct FVerticalShaftNode
@@ -147,6 +152,8 @@ namespace
        TArray<FLandingSite> Landings;
    };

+    void PrepareParameterizedAnchors(FStratePlan& Plan);
+
    struct FThreadPlanCache
    {
        const UVoxelStrateManager* Manager = nullptr;
@@ -159,6 +166,7 @@ namespace
    };

    thread_local FThreadPlanCache GPlanCache;
+    thread_local const FStratePlan* GParameterizedRoomCellCachePlan = nullptr;
    thread_local FThreadShaftEdgeCache GShaftEdgeCache;

    FORCEINLINE uint32 Mix(uint32 Value)
@@ -477,6 +485,7 @@ namespace
        if (Manager == nullptr)
        {
            GPlanCache = FThreadPlanCache();
+            GParameterizedRoomCellCachePlan = nullptr;
            return;
        }
        const uint64 Lifetime = Manager->GetCacheLifetimeId();
@@ -492,6 +501,7 @@ namespace
        }

        GPlanCache = FThreadPlanCache();
+        GParameterizedRoomCellCachePlan = nullptr;
        GPlanCache.Manager = Manager;
        GPlanCache.ManagerLifetimeId = Lifetime;
        GPlanCache.LayoutVersion = Version;
@@ -566,10 +576,10 @@ namespace
            Plan.Generation.RoomPitchVoxels = FMath::Max(
                Plan.Generation.RoomPitchVoxels, 80.0f);
            Plan.Generation.MinimumRoomRadiusFraction = FMath::Clamp(
-                Plan.Generation.MinimumRoomRadiusFraction, 0.20f, 0.41f);
+                Plan.Generation.MinimumRoomRadiusFraction, 0.20f, 0.72f);
            Plan.Generation.MaximumRoomRadiusFraction = FMath::Clamp(
                Plan.Generation.MaximumRoomRadiusFraction,
-                Plan.Generation.MinimumRoomRadiusFraction, 0.45f);
+                Plan.Generation.MinimumRoomRadiusFraction, 0.80f);
            Plan.Generation.LoopProbability = FMath::Clamp(
                Plan.Generation.LoopProbability, 0.0f, 0.8f);
            Plan.Generation.VerticalShaftProbability = FMath::Clamp(
@@ -718,7 +728,8 @@ namespace
                    Plan.FloorZ = FMath::Clamp(
                        static_cast<float>(FloorSum / FloorCount), Bottom + 16.0f, Top - 72.0f);
                    Plan.CeilingZ = Plan.FloorZ + MinimumCaveHeight;
-                    Plan.GenerationFloorZ = Plan.FloorZ;
+                    // Parameterized chambers keep their profile-defined vertical span. The
+                    // passage landing is connected into that graph by its generated anchor.
                }
            }
            for (FLandingSite& Site : Plan.Landings)
@@ -765,6 +776,10 @@ namespace
                }
            }
        }
+        for (FStratePlan& Plan : GPlanCache.Strates)
+        {
+            PrepareParameterizedAnchors(Plan);
+        }
    }

    struct FGeneratedCaveCell
@@ -788,6 +803,30 @@ namespace
        float SpireLength = 0.0f;
        float SpireRadius = 0.0f;
        uint8 FeatureFlags = 0;
+        uint8 OpenTunnelEdges = 0;
+    };
+
+    struct FParameterizedColumnContext
+    {
+        FGeneratedCaveCell GeneratedCells[9];
+        const FGeneratedCaveCell* Cells[9] = {};
+        float RoomDistanceSquared[9] = {};
+        float RoomRadii[9] = {};
+        float RoomHorizontals[9] = {};
+        float RoomFloors[9] = {};
+        float PillarHorizontals[9] = {};
+        float FloatingXYDistanceSquared[9][2] = {};
+        float SpireBaseZ[9] = {};
+        float SpireTipZ[9] = {};
+        float SpireBaseTopZ[9] = {};
+        float SpireTipBottomZ[9] = {};
+        float TunnelT[4] = {};
+        float TunnelHorizontal[4] = {};
+        float LandingDistanceSquared[8] = {};
+        float LandingDistance[8] = {};
+        float LandingBridgeT[8] = {};
+        float LandingBridgeHorizontal[8] = {};
+        bool bHasLandingXYCache = false;
    };

    constexpr uint8 HasPillarFlag = 1u << 0;
@@ -795,6 +834,20 @@ namespace
    constexpr uint8 HasFloatingFlag = 1u << 2;
    constexpr uint8 HasSpireFlag = 1u << 3;
    constexpr uint8 HasBasinFlag = 1u << 4;
+    constexpr uint8 HasVerticalShaftFlag = 1u << 5;
+    constexpr uint8 TunnelToNegativeY = 1u << 0;
+    constexpr uint8 TunnelToPositiveY = 1u << 1;
+    constexpr uint8 TunnelToNegativeX = 1u << 2;
+    constexpr uint8 TunnelToPositiveX = 1u << 3;
+
+    thread_local TArray<FGeneratedCaveCell> GParameterizedRoomCellCache;
+    thread_local FIntPoint GParameterizedRoomCellCacheMin = FIntPoint::ZeroValue;
+    thread_local FIntPoint GParameterizedRoomCellCacheSize = FIntPoint::ZeroValue;
+
+    FIntPoint GeneratedParent(const FStratePlan& Plan, int32 CellX, int32 CellY);
+    bool IsGeneratedEdgeOpen(
+        const FStratePlan& Plan, int32 AX, int32 AY, int32 BX, int32 BY);
+    FORCEINLINE FIntPoint GenerationCellAt(const FStratePlan& Plan, float X, float Y);

    FORCEINLINE float ParameterRoll(uint32 Hash, uint32 Salt)
    {
@@ -829,6 +882,27 @@ namespace
        Cell.RadiusX = Pitch * RadiusFraction;
        Cell.RadiusY = Cell.RadiusX * FMath::Lerp(
            0.82f, 0.98f, ParameterRoll(Hash, 0x27C5u));
+        if (VoxelHash::ToFloat01(Hash3(CellX, CellY, 0x53, Plan.GenerationSeed))
+            < P.VerticalShaftProbability)
+        {
+            Cell.FeatureFlags |= HasVerticalShaftFlag;
+        }
+        if (IsGeneratedEdgeOpen(Plan, CellX, CellY, CellX, CellY - 1))
+        {
+            Cell.OpenTunnelEdges |= TunnelToNegativeY;
+        }
+        if (IsGeneratedEdgeOpen(Plan, CellX, CellY, CellX, CellY + 1))
+        {
+            Cell.OpenTunnelEdges |= TunnelToPositiveY;
+        }
+        if (IsGeneratedEdgeOpen(Plan, CellX, CellY, CellX - 1, CellY))
+        {
+            Cell.OpenTunnelEdges |= TunnelToNegativeX;
+        }
+        if (IsGeneratedEdgeOpen(Plan, CellX, CellY, CellX + 1, CellY))
+        {
+            Cell.OpenTunnelEdges |= TunnelToPositiveX;
+        }
        Cell.FloorZ = Plan.GenerationFloorZ
            + (ParameterRoll(Hash, 0xF103u) * 2.0f - 1.0f) * P.FloorReliefVoxels;
        Cell.CeilingZ = Cell.FloorZ + P.RoomHeightVoxels;
@@ -880,6 +954,42 @@ namespace
        return Cell;
    }

+    void PrepareParameterizedAnchors(FStratePlan& Plan)
+    {
+        const float AnchorReach = Plan.Generation.RoomPitchVoxels * 1.25f
+            + FMath::Max(32.0f, Plan.Generation.TunnelRadiusVoxels);
+        for (FLandingSite& Site : Plan.Landings)
+        {
+            const FIntPoint LandingCell = GenerationCellAt(
+                Plan, Site.Position.X, Site.Position.Y);
+            FGeneratedCaveCell NearestCell;
+            float BestDistanceSquared = FLT_MAX;
+            for (int32 CellY = -1; CellY <= 1; ++CellY)
+            for (int32 CellX = -1; CellX <= 1; ++CellX)
+            {
+                const FGeneratedCaveCell Candidate = BuildGeneratedCell(
+                    Plan, LandingCell.X + CellX, LandingCell.Y + CellY);
+                const float DX = Candidate.CenterX - Site.Position.X;
+                const float DY = Candidate.CenterY - Site.Position.Y;
+                const float DistanceSquared = DX * DX + DY * DY;
+                if (DistanceSquared < BestDistanceSquared)
+                {
+                    BestDistanceSquared = DistanceSquared;
+                    NearestCell = Candidate;
+                }
+            }
+            Site.GeneratedAnchorStart = FVector(
+                Site.Position.X, Site.Position.Y, Site.FloorZ + 24.0f);
+            const FVector AnchorEnd(
+                NearestCell.CenterX, NearestCell.CenterY,
+                NearestCell.FloorZ + Plan.Generation.TunnelHalfHeightVoxels);
+            Site.GeneratedAnchorDelta = AnchorEnd - Site.GeneratedAnchorStart;
+            Site.GeneratedAnchorLengthSquared = Site.GeneratedAnchorDelta.SizeSquared();
+            Site.GeneratedAnchorReach = AnchorReach;
+            Site.bGeneratedAnchorPrepared = true;
+        }
+    }
+
    FORCEINLINE float SmoothMinimum(float A, float B, float K)
    {
        const float H = FMath::Max(K - FMath::Abs(A - B), 0.0f) / K;
@@ -903,72 +1013,81 @@ namespace
    }

    FORCEINLINE float GeneratedRoomCell(
-        const FStratePlan& Plan, const FGeneratedCaveCell& Cell,
-        float X, float Y, float Z)
+        const FGeneratedCaveCell& Cell,
+        float Z, float Radius, float Horizontal,
+        const FParameterizedColumnContext& Column, int32 CellIndex)
    {
-        const float DX = X - Cell.CenterX;
-        const float DY = Y - Cell.CenterY;
-        const float Radius = FMath::Sqrt(DX * DX + DY * DY);
-        const float Horizontal = Cell.RadiusX - Radius;
-        float FloorZ = Cell.FloorZ;
-        if ((Cell.FeatureFlags & HasBasinFlag) != 0)
-        {
-            FloorZ += Plan.Generation.BasinDepthVoxels
-                * FMath::Clamp(Radius / FMath::Max(Cell.RadiusX, 1.0f), 0.0f, 1.0f);
-        }
+        const float FloorZ = Column.RoomFloors[CellIndex];
        const float Vertical = FMath::Min(Z - FloorZ, Cell.CeilingZ - Z);
        float Room = SmoothMinimum(Horizontal, Vertical, 8.0f);
-        if (Room > 0.0f && (Cell.FeatureFlags & HasPillarFlag) != 0)
+        if ((Cell.FeatureFlags & HasPillarFlag) != 0 && Room > -14.0f)
        {
-            const float PX = X - Cell.PillarX;
-            const float PY = Y - Cell.PillarY;
            const float Pillar = FMath::Max3(
-                FMath::Sqrt(PX * PX + PY * PY) - Cell.PillarRadius,
+                Column.PillarHorizontals[CellIndex],
                Cell.FloorZ - Z, Z - Cell.CeilingZ);
-            Room = FMath::Min(Room, Pillar);
+            if (Pillar < Room)
+            {
+                Room = Pillar;
            }
-        if ((Cell.FeatureFlags & HasLedgeFlag) != 0
-            && Horizontal >= -2.0f && FMath::Abs(Z - Cell.LedgeZ) <= 3.0f)
+        }
+        if ((Cell.FeatureFlags & HasLedgeFlag) != 0)
        {
            const float Inner = Cell.RadiusX * 0.58f;
            const float Outer = Cell.RadiusX + 1.0f;
            const float Ledge = FMath::Max3(
                Inner - Radius, Radius - Outer, FMath::Abs(Z - Cell.LedgeZ) - 2.5f);
-            Room = FMath::Min(Room, Ledge);
+            if (Ledge < Room)
+            {
+                Room = Ledge;
            }
-        if (Room > 0.0f && (Cell.FeatureFlags & HasFloatingFlag) != 0)
+        }
+        if ((Cell.FeatureFlags & HasFloatingFlag) != 0)
        {
            for (int32 Blob = 0; Blob < 2; ++Blob)
            {
-                const float BX = X - Cell.FloatingX[Blob];
-                const float BY = Y - Cell.FloatingY[Blob];
+                if (Room <= -Cell.FloatingRadius[Blob])
+                {
+                    continue;
+                }
                const float BZ = Z - Cell.FloatingZ[Blob];
-                const float BlobSolid = FMath::Sqrt(BX * BX + BY * BY + BZ * BZ)
+                const float BlobSolid = FMath::Sqrt(
+                    Column.FloatingXYDistanceSquared[CellIndex][Blob] + BZ * BZ)
                    - Cell.FloatingRadius[Blob];
-                Room = FMath::Min(Room, BlobSolid);
+                if (BlobSolid < Room)
+                {
+                    Room = BlobSolid;
                }
            }
-        if (Room > 0.0f && (Cell.FeatureFlags & HasSpireFlag) != 0)
+        }
+        if ((Cell.FeatureFlags & HasSpireFlag) != 0 && Room > -14.0f)
        {
-            const float BaseZ = Cell.FloorZ + 2.0f;
-            const float TipZ = FMath::Min(Cell.CeilingZ - 2.0f, BaseZ + Cell.SpireLength);
-            if (Z >= BaseZ && Z <= TipZ)
+            const float BaseZ = Column.SpireBaseZ[CellIndex];
+            const float TipZ = Column.SpireTipZ[CellIndex];
+            if (Z >= BaseZ || BaseZ - Z < Room)
            {
-                const float T = (Z - BaseZ) / FMath::Max(TipZ - BaseZ, 1.0f);
+                const float T = FMath::Clamp(
+                    (Z - BaseZ) / FMath::Max(TipZ - BaseZ, 1.0f), 0.0f, 1.0f);
                const float RadiusAtZ = FMath::Lerp(Cell.SpireRadius, 1.25f, T);
                const float Spire = FMath::Max3(
                    Radius - RadiusAtZ, BaseZ - Z, Z - TipZ);
-                Room = FMath::Min(Room, Spire);
-            }
-            const float BaseTop = Cell.CeilingZ - 2.0f;
-            const float TipBottom = FMath::Max(Cell.FloorZ + 2.0f, BaseTop - Cell.SpireLength);
-            if (Z >= TipBottom && Z <= BaseTop)
+                if (Spire < Room)
                {
-                const float T = (BaseTop - Z) / FMath::Max(BaseTop - TipBottom, 1.0f);
+                    Room = Spire;
+                }
+            }
+            const float BaseTop = Column.SpireBaseTopZ[CellIndex];
+            const float TipBottom = Column.SpireTipBottomZ[CellIndex];
+            if (Z <= BaseTop || Z - BaseTop < Room)
+            {
+                const float T = FMath::Clamp(
+                    (BaseTop - Z) / FMath::Max(BaseTop - TipBottom, 1.0f), 0.0f, 1.0f);
                const float RadiusAtZ = FMath::Lerp(Cell.SpireRadius, 1.25f, T);
                const float Stalactite = FMath::Max3(
                    Radius - RadiusAtZ, Z - BaseTop, TipBottom - Z);
-                Room = FMath::Min(Room, Stalactite);
+                if (Stalactite < Room)
+                {
+                    Room = Stalactite;
+                }
            }
        }
        return Room;
@@ -1018,18 +1137,8 @@ namespace
    FORCEINLINE float GeneratedTunnelEdge(
        const FStratePlan& Plan,
        const FGeneratedCaveCell& A, const FGeneratedCaveCell& B,
-        float X, float Y, float Z)
+        float Z, float T, float Horizontal)
    {
-        if (!IsGeneratedEdgeOpen(Plan, A.CellX, A.CellY, B.CellX, B.CellY))
-        {
-            return -FLT_MAX;
-        }
-        const float T = SegmentParameterXY(X, Y,
-            FVector(A.CenterX, A.CenterY, 0.0f), FVector(B.CenterX, B.CenterY, 0.0f));
-        const float Horizontal = Plan.Generation.TunnelRadiusVoxels
-            - FMath::Sqrt(DistanceSquaredToSegmentXY(
-                X, Y, FVector(A.CenterX, A.CenterY, 0.0f),
-                FVector(B.CenterX, B.CenterY, 0.0f)));
        const float FloorZ = FMath::Lerp(A.FloorZ, B.FloorZ, T);
        const float Vertical = FMath::Min(
            Z - FloorZ,
@@ -1037,66 +1146,267 @@ namespace
        return SmoothMinimum(Horizontal, Vertical, 5.0f);
    }

-    float EvaluateParameterizedMacro(
-        const FStratePlan& Plan, float X, float Y, float Z, float* OutDetailScale)
+    const FGeneratedCaveCell* FindParameterizedBrickRoomCell(
+        const FStratePlan& Plan, const FParameterizedBrickContext* Context,
+        int32 CellX, int32 CellY)
+    {
+        if (Context == nullptr || Context->PlanToken != &Plan
+            || Context->RoomCellCacheToken != GParameterizedRoomCellCache.GetData()
+            || GParameterizedRoomCellCachePlan != &Plan
+            || CellX < Context->RoomCellCacheMin.X
+            || CellY < Context->RoomCellCacheMin.Y
+            || CellX >= Context->RoomCellCacheMin.X + Context->RoomCellCacheSize.X
+            || CellY >= Context->RoomCellCacheMin.Y + Context->RoomCellCacheSize.Y)
+        {
+            return nullptr;
+        }
+        const int32 Index = (CellY - Context->RoomCellCacheMin.Y)
+            * Context->RoomCellCacheSize.X + CellX - Context->RoomCellCacheMin.X;
+        return GParameterizedRoomCellCache.IsValidIndex(Index)
+            ? &GParameterizedRoomCellCache[Index] : nullptr;
+    }
+
+    void BuildParameterizedColumnContext(
+        const FStratePlan& Plan, float X, float Y,
+        const FParameterizedBrickContext* Context,
+        FParameterizedColumnContext& OutColumn)
    {
        const FIntPoint BaseCell = GenerationCellAt(Plan, X, Y);
-        FGeneratedCaveCell Cells[9];
+        const bool bHasRoomCellCache = Context != nullptr
+            && Context->PlanToken == &Plan
+            && Context->RoomCellCacheToken == GParameterizedRoomCellCache.GetData()
+            && GParameterizedRoomCellCachePlan == &Plan;
        for (int32 CellY = -1; CellY <= 1; ++CellY)
        for (int32 CellX = -1; CellX <= 1; ++CellX)
        {
            const int32 Index = (CellY + 1) * 3 + CellX + 1;
-            Cells[Index] = BuildGeneratedCell(
-                Plan, BaseCell.X + CellX, BaseCell.Y + CellY);
+            const int32 GeneratedX = BaseCell.X + CellX;
+            const int32 GeneratedY = BaseCell.Y + CellY;
+            if (bHasRoomCellCache)
+            {
+                const int32 CacheX = GeneratedX - Context->RoomCellCacheMin.X;
+                const int32 CacheY = GeneratedY - Context->RoomCellCacheMin.Y;
+                if (CacheX >= 0 && CacheY >= 0
+                    && CacheX < Context->RoomCellCacheSize.X
+                    && CacheY < Context->RoomCellCacheSize.Y)
+                {
+                    const int32 CacheIndex = CacheY * Context->RoomCellCacheSize.X + CacheX;
+                    if (GParameterizedRoomCellCache.IsValidIndex(CacheIndex))
+                    {
+                        OutColumn.Cells[Index] = &GParameterizedRoomCellCache[CacheIndex];
+                    }
+                }
+            }
+            else
+            {
+                OutColumn.Cells[Index] = FindParameterizedBrickRoomCell(
+                    Plan, Context, GeneratedX, GeneratedY);
+            }
+            if (OutColumn.Cells[Index] == nullptr)
+            {
+                OutColumn.GeneratedCells[Index] = BuildGeneratedCell(
+                    Plan, GeneratedX, GeneratedY);
+                OutColumn.Cells[Index] = &OutColumn.GeneratedCells[Index];
+            }
+            const float DX = X - OutColumn.Cells[Index]->CenterX;
+            const float DY = Y - OutColumn.Cells[Index]->CenterY;
+            const float DistanceSquared = DX * DX + DY * DY;
+            OutColumn.RoomDistanceSquared[Index] = DistanceSquared;
+            OutColumn.RoomRadii[Index] = FMath::Sqrt(DistanceSquared);
+            OutColumn.RoomHorizontals[Index] = OutColumn.Cells[Index]->RadiusX
+                - OutColumn.RoomRadii[Index];
+
+            const FGeneratedCaveCell& Cell = *OutColumn.Cells[Index];
+            OutColumn.RoomFloors[Index] = Cell.FloorZ;
+            if ((Cell.FeatureFlags & HasBasinFlag) != 0)
+            {
+                OutColumn.RoomFloors[Index] += Plan.Generation.BasinDepthVoxels
+                    * FMath::Clamp(OutColumn.RoomRadii[Index]
+                        / FMath::Max(Cell.RadiusX, 1.0f), 0.0f, 1.0f);
+            }
+            if ((Cell.FeatureFlags & HasPillarFlag) != 0)
+            {
+                const float PX = X - Cell.PillarX;
+                const float PY = Y - Cell.PillarY;
+                OutColumn.PillarHorizontals[Index] = FMath::Sqrt(PX * PX + PY * PY)
+                    - Cell.PillarRadius;
+            }
+            if ((Cell.FeatureFlags & HasFloatingFlag) != 0)
+            {
+                for (int32 Blob = 0; Blob < 2; ++Blob)
+                {
+                    const float BX = X - Cell.FloatingX[Blob];
+                    const float BY = Y - Cell.FloatingY[Blob];
+                    OutColumn.FloatingXYDistanceSquared[Index][Blob] = BX * BX + BY * BY;
+                }
+            }
+            if ((Cell.FeatureFlags & HasSpireFlag) != 0)
+            {
+                OutColumn.SpireBaseZ[Index] = Cell.FloorZ + 2.0f;
+                OutColumn.SpireTipZ[Index] = FMath::Min(
+                    Cell.CeilingZ - 2.0f,
+                    OutColumn.SpireBaseZ[Index] + Cell.SpireLength);
+                OutColumn.SpireBaseTopZ[Index] = Cell.CeilingZ - 2.0f;
+                OutColumn.SpireTipBottomZ[Index] = FMath::Max(
+                    Cell.FloorZ + 2.0f,
+                    OutColumn.SpireBaseTopZ[Index] - Cell.SpireLength);
+            }
+        }
+
+        const FGeneratedCaveCell& Centre = *OutColumn.Cells[4];
+        const int32 EdgeIndices[] = {1, 7, 3, 5};
+        const uint8 EdgeFlags[] = {
+            TunnelToNegativeY, TunnelToPositiveY,
+            TunnelToNegativeX, TunnelToPositiveX};
+        for (int32 EdgeIndex = 0; EdgeIndex < UE_ARRAY_COUNT(EdgeIndices); ++EdgeIndex)
+        {
+            OutColumn.TunnelHorizontal[EdgeIndex] = -FLT_MAX;
+            if ((Centre.OpenTunnelEdges & EdgeFlags[EdgeIndex]) == 0)
+            {
+                continue;
+            }
+            const FGeneratedCaveCell& Next = *OutColumn.Cells[EdgeIndices[EdgeIndex]];
+            const float ABX = Next.CenterX - Centre.CenterX;
+            const float ABY = Next.CenterY - Centre.CenterY;
+            const float LengthSquared = ABX * ABX + ABY * ABY;
+            const float T = LengthSquared > 1.0e-8f
+                ? FMath::Clamp(((X - Centre.CenterX) * ABX
+                    + (Y - Centre.CenterY) * ABY) / LengthSquared, 0.0f, 1.0f)
+                : 0.0f;
+            const float DX = X - (Centre.CenterX + T * ABX);
+            const float DY = Y - (Centre.CenterY + T * ABY);
+            OutColumn.TunnelT[EdgeIndex] = T;
+            OutColumn.TunnelHorizontal[EdgeIndex] = Plan.Generation.TunnelRadiusVoxels
+                - FMath::Sqrt(DX * DX + DY * DY);
+        }
+
+        OutColumn.bHasLandingXYCache = Plan.Landings.Num() <= UE_ARRAY_COUNT(
+            OutColumn.LandingDistanceSquared);
+        if (OutColumn.bHasLandingXYCache)
+        {
+            const FLandingSite* Hub = Plan.LandingHubIndex != INDEX_NONE
+                ? &Plan.Landings[Plan.LandingHubIndex] : nullptr;
+            for (int32 SiteIndex = 0; SiteIndex < Plan.Landings.Num(); ++SiteIndex)
+            {
+                const FLandingSite& Site = Plan.Landings[SiteIndex];
+                const float DX = X - Site.Position.X;
+                const float DY = Y - Site.Position.Y;
+                const float DistanceSquared = DX * DX + DY * DY;
+                OutColumn.LandingDistanceSquared[SiteIndex] = DistanceSquared;
+                OutColumn.LandingDistance[SiteIndex] = FMath::Sqrt(DistanceSquared);
+                OutColumn.LandingBridgeT[SiteIndex] = 0.0f;
+                OutColumn.LandingBridgeHorizontal[SiteIndex] = -FLT_MAX;
+                if (Hub != nullptr && Plan.Landings.Num() > 1
+                    && SiteIndex != Plan.LandingHubIndex)
+                {
+                    OutColumn.LandingBridgeT[SiteIndex] = SegmentParameterXY(
+                        X, Y, Site.Position, Hub->Position);
+                    OutColumn.LandingBridgeHorizontal[SiteIndex] = LandingBridgeRadius
+                        - FMath::Sqrt(DistanceSquaredToSegmentXY(
+                            X, Y, Site.Position, Hub->Position));
+                }
+            }
+        }
+    }
+
+    float EvaluateParameterizedMacro(
+        const FStratePlan& Plan, float X, float Y, float Z, float* OutDetailScale,
+        const FParameterizedBrickContext* Context = nullptr,
+        const FParameterizedColumnContext* ColumnContext = nullptr)
+    {
+        FParameterizedColumnContext LocalColumn;
+        if (ColumnContext == nullptr)
+        {
+            BuildParameterizedColumnContext(Plan, X, Y, Context, LocalColumn);
+            ColumnContext = &LocalColumn;
        }

        float Macro = -FLT_MAX;
-        for (const FGeneratedCaveCell& Cell : Cells)
-        {
-            const float DX = X - Cell.CenterX;
-            const float DY = Y - Cell.CenterY;
-            const float Horizontal = Cell.RadiusX - FMath::Sqrt(DX * DX + DY * DY);
-            if (Macro > -FLT_MAX * 0.5f && Horizontal < Macro - 6.0f)
-            {
-                continue;
-            }
-            Macro = SmoothMaximum(Macro,
-                GeneratedRoomCell(Plan, Cell, X, Y, Z), 6.0f);
-        }
-        const FGeneratedCaveCell& Centre = Cells[4];
-        const int32 EdgeIndices[] = {1, 7, 3, 5};
-        for (const int32 EdgeIndex : EdgeIndices)
-        {
-            Macro = SmoothMaximum(Macro,
-                GeneratedTunnelEdge(Plan, Centre, Cells[EdgeIndex], X, Y, Z), 5.0f);
-        }
-
        const float Bottom = static_cast<float>(Plan.MinChunkZ * CHUNK_SIZE) + 8.0f;
        const float Top = static_cast<float>(Plan.MaxChunkZExclusive * CHUNK_SIZE) - 8.0f;
-        for (const FGeneratedCaveCell& Cell : Cells)
+        static constexpr int32 CellEvaluationOrder[] = {4, 1, 3, 5, 7, 0, 2, 6, 8};
+        for (int32 OrderIndex = 0;
+            OrderIndex < UE_ARRAY_COUNT(CellEvaluationOrder); ++OrderIndex)
        {
-            const uint32 ShaftHash = Hash3(
-                Cell.CellX, Cell.CellY, 0x53, Plan.GenerationSeed);
-            if (VoxelHash::ToFloat01(ShaftHash) >= Plan.Generation.VerticalShaftProbability)
+            const int32 Index = CellEvaluationOrder[OrderIndex];
+            const FGeneratedCaveCell& Cell = *ColumnContext->Cells[Index];
+            const float DistanceSquared = ColumnContext->RoomDistanceSquared[Index];
+            if (Macro > -FLT_MAX * 0.5f)
+            {
+                const float MaximumDistance = Cell.RadiusX - Macro + 6.0f;
+                if (MaximumDistance < 0.0f
+                    || DistanceSquared > FMath::Square(MaximumDistance + 1.0e-3f))
+                {
+                    continue;
+                }
+                const float VerticalUpperBound = FMath::Min(
+                    Z - ColumnContext->RoomFloors[Index], Cell.CeilingZ - Z);
+                if (VerticalUpperBound <= Macro - 6.0f)
+                {
+                    continue;
+                }
+            }
+            Macro = SmoothMaximum(Macro,
+                GeneratedRoomCell(Cell, Z,
+                    ColumnContext->RoomRadii[Index],
+                    ColumnContext->RoomHorizontals[Index],
+                    *ColumnContext, Index), 6.0f);
+        }
+        const FGeneratedCaveCell& Centre = *ColumnContext->Cells[4];
+        const int32 EdgeIndices[] = {1, 7, 3, 5};
+        const uint8 EdgeFlags[] = {
+            TunnelToNegativeY, TunnelToPositiveY,
+            TunnelToNegativeX, TunnelToPositiveX};
+        for (int32 EdgeIndex = 0; EdgeIndex < UE_ARRAY_COUNT(EdgeIndices); ++EdgeIndex)
+        {
+            if ((Centre.OpenTunnelEdges & EdgeFlags[EdgeIndex]) != 0)
+            {
+                Macro = SmoothMaximum(Macro, GeneratedTunnelEdge(
+                    Plan, Centre, *ColumnContext->Cells[EdgeIndices[EdgeIndex]], Z,
+                    ColumnContext->TunnelT[EdgeIndex],
+                    ColumnContext->TunnelHorizontal[EdgeIndex]), 5.0f);
+            }
+        }
+
+        for (int32 Index = 0; Index < UE_ARRAY_COUNT(ColumnContext->Cells); ++Index)
+        {
+            const FGeneratedCaveCell& Cell = *ColumnContext->Cells[Index];
+            if ((Cell.FeatureFlags & HasVerticalShaftFlag) == 0)
+            {
+                continue;
+            }
+            const float DistanceSquared = ColumnContext->RoomDistanceSquared[Index];
+            const float MaximumDistance = Plan.Generation.ShaftRadiusVoxels - Macro + 5.0f;
+            if (MaximumDistance < 0.0f
+                || DistanceSquared > FMath::Square(MaximumDistance + 1.0e-3f))
            {
                continue;
            }
-            const float DX = X - Cell.CenterX;
-            const float DY = Y - Cell.CenterY;
            const float Horizontal = Plan.Generation.ShaftRadiusVoxels
-                - FMath::Sqrt(DX * DX + DY * DY);
+                - ColumnContext->RoomRadii[Index];
            const float Vertical = FMath::Min(Z - Bottom, Top - Z);
            Macro = SmoothMaximum(Macro,
                SmoothMinimum(Horizontal, Vertical, 5.0f), 5.0f);
        }

        float DetailFade = 1.0f;
-        for (const FLandingSite& Site : Plan.Landings)
+        for (int32 SiteIndex = 0; SiteIndex < Plan.Landings.Num(); ++SiteIndex)
+        {
+            const FLandingSite& Site = Plan.Landings[SiteIndex];
+            float DistanceSquared = 0.0f;
+            float Distance = 0.0f;
+            if (ColumnContext->bHasLandingXYCache)
+            {
+                DistanceSquared = ColumnContext->LandingDistanceSquared[SiteIndex];
+                Distance = ColumnContext->LandingDistance[SiteIndex];
+            }
+            else
            {
                const float DX = X - Site.Position.X;
                const float DY = Y - Site.Position.Y;
-            const float DistanceSquared = DX * DX + DY * DY;
-            const float Distance = FMath::Sqrt(DistanceSquared);
+                DistanceSquared = DX * DX + DY * DY;
+                Distance = FMath::Sqrt(DistanceSquared);
+            }
            const float RoomAir = FMath::Min(
                Site.PadRadius - Distance,
                FMath::Min(Z - Site.FloorZ, Site.FloorZ + MinimumCaveHeight - Z));
@@ -1106,39 +1416,20 @@ namespace
                DetailFade = 0.0f;
            }

-            const float AnchorReach = Plan.Generation.RoomPitchVoxels * 1.25f
-                + FMath::Max(32.0f, Plan.Generation.TunnelRadiusVoxels);
-            if (DistanceSquared > FMath::Square(AnchorReach))
+            if (!Site.bGeneratedAnchorPrepared
+                || DistanceSquared > FMath::Square(Site.GeneratedAnchorReach))
            {
                continue;
            }
-            const FIntPoint LandingCell = GenerationCellAt(Plan, Site.Position.X, Site.Position.Y);
-            FGeneratedCaveCell NearestCell;
-            float BestDistanceSq = FLT_MAX;
-            for (int32 CellY = -1; CellY <= 1; ++CellY)
-            for (int32 CellX = -1; CellX <= 1; ++CellX)
-            {
-                const FGeneratedCaveCell Candidate = BuildGeneratedCell(
-                    Plan, LandingCell.X + CellX, LandingCell.Y + CellY);
-                const float CandidateDistanceSq = FMath::Square(Candidate.CenterX - Site.Position.X)
-                    + FMath::Square(Candidate.CenterY - Site.Position.Y);
-                if (CandidateDistanceSq < BestDistanceSq)
-                {
-                    BestDistanceSq = CandidateDistanceSq;
-                    NearestCell = Candidate;
-                }
-            }
-            const FVector AnchorA(Site.Position.X, Site.Position.Y, Site.FloorZ + 24.0f);
-            const FVector AnchorB(NearestCell.CenterX, NearestCell.CenterY,
-                NearestCell.FloorZ + Plan.Generation.TunnelHalfHeightVoxels);
-            const FVector Segment = AnchorB - AnchorA;
-            const float SegmentLengthSq = Segment.SizeSquared();
            const FVector Point(X, Y, Z);
-            const float T = SegmentLengthSq > 1.0e-8f
-                ? FMath::Clamp(FVector::DotProduct(Point - AnchorA, Segment) / SegmentLengthSq,
-                    0.0f, 1.0f) : 0.0f;
+            const float T = Site.GeneratedAnchorLengthSquared > 1.0e-8f
+                ? FMath::Clamp(FVector::DotProduct(
+                    Point - Site.GeneratedAnchorStart, Site.GeneratedAnchorDelta)
+                    / Site.GeneratedAnchorLengthSquared, 0.0f, 1.0f) : 0.0f;
+            const FVector AnchorDelta = Point
+                - (Site.GeneratedAnchorStart + Site.GeneratedAnchorDelta * T);
            const float Anchor = FMath::Max(32.0f, Plan.Generation.TunnelRadiusVoxels)
-                - (Point - (AnchorA + Segment * T)).Size();
+                - AnchorDelta.Size();
            Macro = SmoothMaximum(Macro, Anchor, 5.0f);
        }

@@ -1152,9 +1443,13 @@ namespace
                    continue;
                }
                const FLandingSite& Site = Plan.Landings[SiteIndex];
-                const float Horizontal = LandingBridgeRadius - FMath::Sqrt(
+                const float Horizontal = ColumnContext->bHasLandingXYCache
+                    ? ColumnContext->LandingBridgeHorizontal[SiteIndex]
+                    : LandingBridgeRadius - FMath::Sqrt(
                        DistanceSquaredToSegmentXY(X, Y, Site.Position, Hub.Position));
-                const float T = SegmentParameterXY(X, Y, Site.Position, Hub.Position);
+                const float T = ColumnContext->bHasLandingXYCache
+                    ? ColumnContext->LandingBridgeT[SiteIndex]
+                    : SegmentParameterXY(X, Y, Site.Position, Hub.Position);
                const float FloorZ = FMath::Lerp(Site.FloorZ, Hub.FloorZ, T);
                const float Vertical = FMath::Min(
                    Z - FloorZ, FloorZ + MinimumCaveHeight - Z);
@@ -1455,6 +1750,10 @@ void ResetThreadCache()
 {
    GPlanCache = FThreadPlanCache();
    GShaftEdgeCache = FThreadShaftEdgeCache();
+    GParameterizedRoomCellCache.Reset();
+    GParameterizedRoomCellCacheMin = FIntPoint::ZeroValue;
+    GParameterizedRoomCellCacheSize = FIntPoint::ZeroValue;
+    GParameterizedRoomCellCachePlan = nullptr;
 }

 static float EvaluateInternal(const UVoxelGenerator& Generator,
@@ -1462,7 +1761,8 @@ static float EvaluateInternal(const UVoxelGenerator& Generator,
    float* OutPreEditDensity, float DetailScale,
    const FBrickEvaluationContext* Context = nullptr,
    bool bParameterized = false,
-    const FParameterizedBrickContext* ParameterizedContext = nullptr)
+    const FParameterizedBrickContext* ParameterizedContext = nullptr,
+    const FParameterizedColumnContext* ParameterizedColumnContext = nullptr)
 {
    if (Context == nullptr && ParameterizedContext == nullptr)
    {
@@ -1509,7 +1809,8 @@ static float EvaluateInternal(const UVoxelGenerator& Generator,
    {
        float DetailFade = 1.0f;
        const float Macro = bParameterized
-            ? EvaluateParameterizedMacro(*Plan, WorldX, WorldY, WorldZ, &DetailFade)
+            ? EvaluateParameterizedMacro(*Plan, WorldX, WorldY, WorldZ, &DetailFade,
+                ParameterizedContext, ParameterizedColumnContext)
            : (Context != nullptr && Context->bMacroXYPrecomputed
                ? EvaluateMacroFromBrick(*Plan, *Context, WorldX, WorldY, WorldZ, &DetailFade)
                : EvaluateMacro(*Plan, WorldX, WorldY, WorldZ, &DetailFade));
@@ -1635,6 +1936,51 @@ float EvaluateParameterizedWithDetailValue(const UVoxelGenerator& Generator,
        OutPreEditDensity, DetailScale, nullptr, true, Context);
 }

+void EvaluateParameterizedColumnWithDetailValues(
+    const UVoxelGenerator& Generator, float WorldX, float WorldY, float WorldZStart,
+    const float* DetailValues, int32 DetailStride, int32 Count, float* OutValues,
+    const FParameterizedBrickContext* Context, float DetailScale)
+{
+    if (DetailValues == nullptr || OutValues == nullptr || Count <= 0 || DetailStride <= 0)
+    {
+        return;
+    }
+    const FIntVector Chunk(
+        FMath::FloorToInt(WorldX / CHUNK_SIZE),
+        FMath::FloorToInt(WorldY / CHUNK_SIZE),
+        FMath::FloorToInt(WorldZStart / CHUNK_SIZE));
+    const FStratePlan* Plan = Context != nullptr && Context->bPlanResolved
+        ? static_cast<const FStratePlan*>(Context->PlanToken) : nullptr;
+    if (Plan == nullptr)
+    {
+        EnsurePlan(Generator);
+        Plan = FindStrate(Chunk);
+    }
+    const int32 EndChunkZ = FMath::FloorToInt(
+        (WorldZStart + static_cast<float>(Count - 1)) / CHUNK_SIZE);
+    if (Plan == nullptr || Chunk.Z != EndChunkZ)
+    {
+        for (int32 Z = 0; Z < Count; ++Z)
+        {
+            OutValues[Z] = EvaluateInternal(
+                Generator, WorldX, WorldY, WorldZStart + static_cast<float>(Z),
+                DetailValues[Z * DetailStride], true, nullptr, DetailScale,
+                nullptr, true, Context);
+        }
+        return;
+    }
+
+    FParameterizedColumnContext ColumnContext;
+    BuildParameterizedColumnContext(*Plan, WorldX, WorldY, Context, ColumnContext);
+    for (int32 Z = 0; Z < Count; ++Z)
+    {
+        OutValues[Z] = EvaluateInternal(
+            Generator, WorldX, WorldY, WorldZStart + static_cast<float>(Z),
+            DetailValues[Z * DetailStride], true, nullptr, DetailScale,
+            nullptr, true, Context, &ColumnContext);
+    }
+}
+
 void BuildParameterizedBrickContext(
    const UVoxelGenerator& Generator, FIntVector OriginVoxels, FIntVector Size,
    FParameterizedBrickContext& OutContext)
@@ -1674,6 +2020,58 @@ void BuildParameterizedBrickContext(
        static_cast<float>(OriginVoxels.Z + Size.Z));
    FindPassageCandidates(FBox(Min, Max), OutContext.PassageCandidates);
    OutContext.bMayContainPassage = !OutContext.PassageCandidates.IsEmpty();
+
+    if (Plan != nullptr && bStableStrate && !OutContext.bIsGapChunk
+        && Size.X > 0 && Size.Y > 0)
+    {
+        FIntPoint MinimumBaseCell(MAX_int32, MAX_int32);
+        FIntPoint MaximumBaseCell(MIN_int32, MIN_int32);
+        const int32 CornerX[] = {OriginVoxels.X, End.X};
+        const int32 CornerY[] = {OriginVoxels.Y, End.Y};
+        for (const int32 WorldY : CornerY)
+        for (const int32 WorldX : CornerX)
+        {
+            const FIntPoint Cell = GenerationCellAt(
+                *Plan, static_cast<float>(WorldX), static_cast<float>(WorldY));
+            MinimumBaseCell.X = FMath::Min(MinimumBaseCell.X, Cell.X);
+            MinimumBaseCell.Y = FMath::Min(MinimumBaseCell.Y, Cell.Y);
+            MaximumBaseCell.X = FMath::Max(MaximumBaseCell.X, Cell.X);
+            MaximumBaseCell.Y = FMath::Max(MaximumBaseCell.Y, Cell.Y);
+        }
+
+        const FIntPoint NeededMin = MinimumBaseCell - FIntPoint(1, 1);
+        const FIntPoint NeededMax = MaximumBaseCell + FIntPoint(1, 1);
+        const bool bCacheContainsNeededCells = GParameterizedRoomCellCachePlan == Plan
+            && GParameterizedRoomCellCacheMin.X <= NeededMin.X
+            && GParameterizedRoomCellCacheMin.Y <= NeededMin.Y
+            && GParameterizedRoomCellCacheMin.X + GParameterizedRoomCellCacheSize.X - 1
+                >= NeededMax.X
+            && GParameterizedRoomCellCacheMin.Y + GParameterizedRoomCellCacheSize.Y - 1
+                >= NeededMax.Y;
+        if (!bCacheContainsNeededCells)
+        {
+            // Keep one extra generated-cell layer beyond the 3x3 query halo so adjacent
+            // proof bricks reuse their deterministic room and edge rolls.
+            GParameterizedRoomCellCacheMin = MinimumBaseCell - FIntPoint(2, 2);
+            GParameterizedRoomCellCacheSize = MaximumBaseCell - MinimumBaseCell
+                + FIntPoint(5, 5);
+            const int32 RoomCellCount = GParameterizedRoomCellCacheSize.X
+                * GParameterizedRoomCellCacheSize.Y;
+            GParameterizedRoomCellCache.SetNumUninitialized(RoomCellCount);
+            int32 RoomCellIndex = 0;
+            for (int32 CellY = 0; CellY < GParameterizedRoomCellCacheSize.Y; ++CellY)
+            for (int32 CellX = 0; CellX < GParameterizedRoomCellCacheSize.X; ++CellX)
+            {
+                GParameterizedRoomCellCache[RoomCellIndex++] = BuildGeneratedCell(
+                    *Plan, GParameterizedRoomCellCacheMin.X + CellX,
+                    GParameterizedRoomCellCacheMin.Y + CellY);
+            }
+            GParameterizedRoomCellCachePlan = Plan;
+        }
+        OutContext.RoomCellCacheMin = GParameterizedRoomCellCacheMin;
+        OutContext.RoomCellCacheSize = GParameterizedRoomCellCacheSize;
+        OutContext.RoomCellCacheToken = GParameterizedRoomCellCache.GetData();
+    }
 }

 void BuildDetailBrick(const UVoxelGenerator& Generator, FIntVector OriginVoxels,
@@ -1879,22 +2277,47 @@ void BuildDetailBrick(const UVoxelGenerator& Generator, FIntVector OriginVoxels,
                MinCellX + X, MinCellY + Y, MinCellZ + Z, BandSeed);
        }

-        for (int32 Z = 0; Z < Size.Z; ++Z)
-        for (int32 Y = 0; Y < Size.Y; ++Y)
+        int32 CellX[8];
+        int32 CellY[8];
+        int32 CellZ[8];
+        float FadeX[8];
+        float FadeY[8];
+        float FadeZ[8];
        for (int32 X = 0; X < Size.X; ++X)
        {
            const float SX = static_cast<float>(OriginVoxels.X + X)
                / static_cast<float>(CellSize);
+            const int32 Cell = FMath::FloorToInt(SX);
+            CellX[X] = Cell - MinCellX;
+            FadeX[X] = Fade(SX - static_cast<float>(Cell));
+        }
+        for (int32 Y = 0; Y < Size.Y; ++Y)
+        {
            const float SY = static_cast<float>(OriginVoxels.Y + Y)
                / static_cast<float>(CellSize);
+            const int32 Cell = FMath::FloorToInt(SY);
+            CellY[Y] = Cell - MinCellY;
+            FadeY[Y] = Fade(SY - static_cast<float>(Cell));
+        }
+        for (int32 Z = 0; Z < Size.Z; ++Z)
+        {
            const float SZ = static_cast<float>(OriginVoxels.Z + Z)
                / static_cast<float>(CellSize);
-            const int32 IX = FMath::FloorToInt(SX) - MinCellX;
-            const int32 IY = FMath::FloorToInt(SY) - MinCellY;
-            const int32 IZ = FMath::FloorToInt(SZ) - MinCellZ;
-            const float AX = Fade(SX - static_cast<float>(FMath::FloorToInt(SX)));
-            const float AY = Fade(SY - static_cast<float>(FMath::FloorToInt(SY)));
-            const float AZ = Fade(SZ - static_cast<float>(FMath::FloorToInt(SZ)));
+            const int32 Cell = FMath::FloorToInt(SZ);
+            CellZ[Z] = Cell - MinCellZ;
+            FadeZ[Z] = Fade(SZ - static_cast<float>(Cell));
+        }
+
+        for (int32 Z = 0; Z < Size.Z; ++Z)
+        for (int32 Y = 0; Y < Size.Y; ++Y)
+        for (int32 X = 0; X < Size.X; ++X)
+        {
+            const int32 IX = CellX[X];
+            const int32 IY = CellY[Y];
+            const int32 IZ = CellZ[Z];
+            const float AX = FadeX[X];
+            const float AY = FadeY[Y];
+            const float AZ = FadeZ[Z];
            const int32 Index = (IZ * GridY + IY) * GridX + IX;
            const float Value = CellSize == 1
                ? Grid[Index]
@@ -66,6 +66,7 @@ namespace VoxelForgeRedefinedDensityField
    struct FParameterizedBrickContext
    {
        const void* PlanToken = nullptr;
+        const void* RoomCellCacheToken = nullptr;
        bool bPlanResolved = false;
        bool bChunkResolved = false;
        bool bIsGapChunk = false;
@@ -74,6 +75,8 @@ namespace VoxelForgeRedefinedDensityField
        FIntVector BrickOrigin = FIntVector::ZeroValue;
        FIntVector BrickSize = FIntVector::ZeroValue;
        FIntVector Chunk = FIntVector::ZeroValue;
+        FIntPoint RoomCellCacheMin = FIntPoint::ZeroValue;
+        FIntPoint RoomCellCacheSize = FIntPoint::ZeroValue;
        TArray<int32> PassageCandidates;
    };

@@ -117,6 +120,12 @@ namespace VoxelForgeRedefinedDensityField
        float DetailValue, float* OutPreEditDensity = nullptr, float DetailScale = 1.0f,
        const FParameterizedBrickContext* Context = nullptr);

+    /** Evaluate a Z column while reusing its XY-dependent room graph data. */
+    VOXELFORGE_API void EvaluateParameterizedColumnWithDetailValues(
+        const UVoxelGenerator& Generator, float WorldX, float WorldY, float WorldZStart,
+        const float* DetailValues, int32 DetailStride, int32 Count, float* OutValues,
+        const FParameterizedBrickContext* Context = nullptr, float DetailScale = 1.0f);
+
    VOXELFORGE_API bool TryClassifyParameterizedBrick(
        const UVoxelGenerator& Generator, FIntVector OriginVoxels, FIntVector Size,
        bool& bOutAir, float DetailScale = 1.0f,
@@ -2545,6 +2545,18 @@ struct FStep2dBrickProofAudit
    uint64 CorrectlySkippedBricksAudited = 0;
    uint64 CorrectProofSamplesChecked = 0;
    uint64 CorrectProofViolations = 0;
+    FIntVector FirstViolationBrickOrigin = FIntVector::ZeroValue;
+    FIntVector FirstViolationBrickSize = FIntVector::ZeroValue;
+    FIntVector FirstViolationSample = FIntVector::ZeroValue;
+    float FirstViolationDensity = 0.0f;
+    float FirstViolationCenterMacro = 0.0f;
+    float FirstViolationSampleMacro = 0.0f;
+    float FirstViolationSampleDetail = 0.0f;
+    float FirstViolationMacroDeltaPerVoxel = 0.0f;
+    float FirstViolationPathMaxGradient = 0.0f;
+    float FirstViolationTinyStepMaxGradient = 0.0f;
+    bool bFirstViolationWasInsideBrick = false;
+    bool bFirstViolationClaimedAir = false;
    uint64 DeliberatelyUndersizedBoundClaimsChecked = 0;
    uint64 DeliberateBoundDisagreements = 0;
 };
@@ -2608,6 +2620,88 @@ FStep2dBrickProofAudit AuditStep2dBrickProofs(
                    ++Result.CorrectProofSamplesChecked;
                    if ((Density > 0.0f) != bProvenAir)
                    {
+                        if (Result.CorrectProofViolations == 0)
+                        {
+                            Result.FirstViolationBrickOrigin = BrickOrigin;
+                            Result.FirstViolationBrickSize = Size;
+                            Result.FirstViolationSample = BrickOrigin + FIntVector(X, Y, Z);
+                            Result.FirstViolationDensity = Density;
+                            const FVector ProofMin(
+                                static_cast<float>(BrickOrigin.X - 1),
+                                static_cast<float>(BrickOrigin.Y - 1),
+                                static_cast<float>(BrickOrigin.Z - 1));
+                            const FVector ProofMax(
+                                static_cast<float>(BrickOrigin.X + Size.X),
+                                static_cast<float>(BrickOrigin.Y + Size.Y),
+                                static_cast<float>(BrickOrigin.Z + Size.Z));
+                            const FVector ProofCentre = (ProofMin + ProofMax) * 0.5f;
+                            const FVector SamplePoint(
+                                static_cast<float>(BrickOrigin.X + X),
+                                static_cast<float>(BrickOrigin.Y + Y),
+                                static_cast<float>(BrickOrigin.Z + Z));
+                            Result.FirstViolationCenterMacro = bParameterized
+                                ? VoxelForgeRedefinedDensityField::EvaluateParameterized(
+                                    Generator, ProofCentre.X, ProofCentre.Y, ProofCentre.Z,
+                                    nullptr, 0.0f)
+                                : VoxelForgeRedefinedDensityField::Evaluate(
+                                    Generator, ProofCentre.X, ProofCentre.Y, ProofCentre.Z,
+                                    nullptr, 0.0f);
+                            Result.FirstViolationSampleMacro = bParameterized
+                                ? VoxelForgeRedefinedDensityField::EvaluateParameterized(
+                                    Generator, SamplePoint.X, SamplePoint.Y, SamplePoint.Z,
+                                    nullptr, 0.0f)
+                                : VoxelForgeRedefinedDensityField::Evaluate(
+                                    Generator, SamplePoint.X, SamplePoint.Y, SamplePoint.Z,
+                                    nullptr, 0.0f);
+                            Result.FirstViolationSampleDetail = Density
+                                - Result.FirstViolationSampleMacro;
+                            const float CentreDistance = (SamplePoint - ProofCentre).Size();
+                            Result.FirstViolationMacroDeltaPerVoxel = CentreDistance > 1.0e-6f
+                                ? FMath::Abs(Result.FirstViolationCenterMacro
+                                    - Result.FirstViolationSampleMacro) / CentreDistance
+                                : 0.0f;
+                            if (CentreDistance > 1.0e-6f)
+                            {
+                                constexpr int32 PathSteps = 32;
+                                float PreviousMacro = Result.FirstViolationSampleMacro;
+                                for (int32 PathStep = 1; PathStep <= PathSteps; ++PathStep)
+                                {
+                                    const float Alpha = static_cast<float>(PathStep) / PathSteps;
+                                    const FVector Point = FMath::Lerp(
+                                        SamplePoint, ProofCentre, Alpha);
+                                    const float PathMacro = bParameterized
+                                        ? VoxelForgeRedefinedDensityField::EvaluateParameterized(
+                                            Generator, Point.X, Point.Y, Point.Z, nullptr, 0.0f)
+                                        : VoxelForgeRedefinedDensityField::Evaluate(
+                                            Generator, Point.X, Point.Y, Point.Z, nullptr, 0.0f);
+                                    Result.FirstViolationPathMaxGradient = FMath::Max(
+                                        Result.FirstViolationPathMaxGradient,
+                                        FMath::Abs(PathMacro - PreviousMacro)
+                                            * PathSteps / CentreDistance);
+                                    PreviousMacro = PathMacro;
+                                }
+                            }
+                            constexpr float TinyStep = 0.01f;
+                            for (int32 Axis = 0; Axis < 3; ++Axis)
+                            for (int32 SignIndex = 0; SignIndex < 2; ++SignIndex)
+                            {
+                                const int32 Sign = SignIndex == 0 ? -1 : 1;
+                                FVector Point = SamplePoint;
+                                Point[Axis] += static_cast<float>(Sign) * TinyStep;
+                                const float NeighborMacro = bParameterized
+                                    ? VoxelForgeRedefinedDensityField::EvaluateParameterized(
+                                        Generator, Point.X, Point.Y, Point.Z, nullptr, 0.0f)
+                                    : VoxelForgeRedefinedDensityField::Evaluate(
+                                        Generator, Point.X, Point.Y, Point.Z, nullptr, 0.0f);
+                                Result.FirstViolationTinyStepMaxGradient = FMath::Max(
+                                    Result.FirstViolationTinyStepMaxGradient,
+                                    FMath::Abs(NeighborMacro - Result.FirstViolationSampleMacro)
+                                        / TinyStep);
+                            }
+                            Result.bFirstViolationWasInsideBrick = X >= 0 && X < Size.X
+                                && Y >= 0 && Y < Size.Y && Z >= 0 && Z < Size.Z;
+                            Result.bFirstViolationClaimedAir = bProvenAir;
+                        }
                        ++Result.CorrectProofViolations;
                    }
                }
@@ -2805,6 +2899,17 @@ FStep2dBoundaryStats ComputeStep2dBoundaryStats(
    return Result;
 }

+bool Step2eBoundaryStatsPass(const FStep2dBoundaryStats& Stats)
+{
+    return Stats.BrickBoundarySamples > 0
+        && Stats.InteriorSamples > 0
+        && Stats.ChunkBoundarySamples > 0
+        && Stats.FeatureCellBoundarySamples > 0
+        && Stats.BrickJumpRms <= Stats.InteriorJumpRms * 2.0 + 0.25
+        && Stats.ChunkBoundaryJumpRms <= Stats.InteriorJumpRms * 2.0 + 0.25
+        && Stats.FeatureCellJumpRms <= Stats.FeatureCellInteriorJumpRms * 2.0 + 0.25;
+}
+
 FColor Step2dDensityColor(float Density)
 {
    if (FMath::Abs(Density) < 1.0f)
@@ -2868,6 +2973,9 @@ struct FStep2eVarietyMetrics
    double SurfaceAreaSquareMeters = 0.0;
    double SurfaceAreaPerVolume = 0.0;
    double VerticalAdjacencyShare = 0.0;
+    double VerticalAirColumnShare = 0.0;
+    double MeanLongestVerticalAirRunVoxels = 0.0;
+    int32 LongestVerticalAirRunVoxels = 0;
    double TunnelNeckShare = 0.0;
    int32 ConnectedComponentsAtOneMeter = 0;
    int64 LargestComponentCubicMeters = 0;
@@ -2886,6 +2994,11 @@ FStep2eVarietyMetrics ComputeStep2eVarietyMetrics(
    uint64 SurfaceEdgeCount = 0;
    uint64 HorizontalAdjacencies = 0;
    uint64 VerticalAdjacencies = 0;
+    const int32 ColumnCount = Dimension * Dimension;
+    TArray<int32> CurrentVerticalRun;
+    CurrentVerticalRun.SetNumZeroed(ColumnCount);
+    TArray<int32> LongestVerticalRun;
+    LongestVerticalRun.SetNumZeroed(ColumnCount);
    for (int32 Z = 0; Z < Dimension; ++Z)
    for (int32 Y = 0; Y < Dimension; ++Y)
    for (int32 X = 0; X < Dimension; ++X)
@@ -2893,6 +3006,10 @@ FStep2eVarietyMetrics ComputeStep2eVarietyMetrics(
        const int32 Index = (Z * Dimension + Y) * Dimension + X;
        const bool bAir = Density[Index] > 0.0f;
        AirCount += bAir ? 1 : 0;
+        const int32 ColumnIndex = Y * Dimension + X;
+        CurrentVerticalRun[ColumnIndex] = bAir ? CurrentVerticalRun[ColumnIndex] + 1 : 0;
+        LongestVerticalRun[ColumnIndex] = FMath::Max(
+            LongestVerticalRun[ColumnIndex], CurrentVerticalRun[ColumnIndex]);
        if (X + 1 < Dimension)
        {
            const bool bNextAir = Density[Index + 1] > 0.0f;
@@ -2922,6 +3039,22 @@ FStep2eVarietyMetrics ComputeStep2eVarietyMetrics(
    const uint64 AllAdjacencies = HorizontalAdjacencies + VerticalAdjacencies;
    Result.VerticalAdjacencyShare = AllAdjacencies > 0
        ? static_cast<double>(VerticalAdjacencies) / AllAdjacencies : 0.0;
+    uint64 ColumnsWithAir = 0;
+    uint64 TotalLongestRunVoxels = 0;
+    for (const int32 LongestRun : LongestVerticalRun)
+    {
+        if (LongestRun > 0)
+        {
+            ++ColumnsWithAir;
+            TotalLongestRunVoxels += static_cast<uint64>(LongestRun);
+            Result.LongestVerticalAirRunVoxels = FMath::Max(
+                Result.LongestVerticalAirRunVoxels, LongestRun);
+        }
+    }
+    Result.VerticalAirColumnShare = ColumnCount > 0
+        ? static_cast<double>(ColumnsWithAir) / ColumnCount : 0.0;
+    Result.MeanLongestVerticalAirRunVoxels = ColumnsWithAir > 0
+        ? static_cast<double>(TotalLongestRunVoxels) / ColumnsWithAir : 0.0;

    constexpr int32 CoarseStep = 4;
    const int32 CoarseDimension = (Dimension - 1) / CoarseStep + 1;
@@ -3056,6 +3189,90 @@ TSharedRef<FJsonObject> Step2eParametersJson(
    return Json;
 }

+TSharedRef<FJsonObject> Step2eChamberVolumeQuantilesJson(
+    const VoxelForgeRedefinedDensityField::FGenerationParameters& P)
+{
+    TSharedRef<FJsonObject> Json = MakeShared<FJsonObject>();
+    constexpr double Pi = 3.14159265358979323846;
+    constexpr double CubicMetersPerVoxel = 0.25 * 0.25 * 0.25;
+    const double Quantiles[] = {0.10, 0.50, 0.90};
+    const TCHAR* Names[] = {TEXT("p10_m3"), TEXT("p50_m3"), TEXT("p90_m3")};
+    for (int32 Index = 0; Index < UE_ARRAY_COUNT(Quantiles); ++Index)
+    {
+        const double RadiusFraction = FMath::Lerp(
+            static_cast<double>(P.MinimumRoomRadiusFraction),
+            static_cast<double>(P.MaximumRoomRadiusFraction), Quantiles[Index]);
+        const double RadiusVoxels = RadiusFraction * P.RoomPitchVoxels;
+        const double VolumeCubicVoxels = Pi * RadiusVoxels * RadiusVoxels
+            * P.RoomHeightVoxels;
+        Json->SetNumberField(Names[Index], VolumeCubicVoxels * CubicMetersPerVoxel);
+    }
+    return Json;
+}
+
+TSharedRef<FJsonObject> Step2eParameterRangesJson()
+{
+    using FParameters = VoxelForgeRedefinedDensityField::FGenerationParameters;
+    struct FParameterRange
+    {
+        const TCHAR* Name;
+        float FParameters::*Value;
+    };
+    static const FParameterRange Fields[] = {
+        {TEXT("room_pitch_voxels"), &FParameters::RoomPitchVoxels},
+        {TEXT("room_radius_fraction_min"), &FParameters::MinimumRoomRadiusFraction},
+        {TEXT("room_radius_fraction_max"), &FParameters::MaximumRoomRadiusFraction},
+        {TEXT("room_height_voxels"), &FParameters::RoomHeightVoxels},
+        {TEXT("floor_relief_voxels"), &FParameters::FloorReliefVoxels},
+        {TEXT("tunnel_radius_voxels"), &FParameters::TunnelRadiusVoxels},
+        {TEXT("tunnel_half_height_voxels"), &FParameters::TunnelHalfHeightVoxels},
+        {TEXT("loop_probability"), &FParameters::LoopProbability},
+        {TEXT("vertical_shaft_probability"), &FParameters::VerticalShaftProbability},
+        {TEXT("shaft_radius_voxels"), &FParameters::ShaftRadiusVoxels},
+        {TEXT("pillar_probability"), &FParameters::PillarProbability},
+        {TEXT("ledge_probability"), &FParameters::LedgeProbability},
+        {TEXT("floating_mass_probability"), &FParameters::FloatingMassProbability},
+        {TEXT("stalactite_stalagmite_probability"), &FParameters::SpireProbability},
+        {TEXT("basin_probability"), &FParameters::BasinProbability},
+        {TEXT("basin_depth_voxels"), &FParameters::BasinDepthVoxels},
+        {TEXT("water_level_fraction"), &FParameters::WaterLevelFraction},
+    };
+
+    TSharedRef<FJsonObject> Result = MakeShared<FJsonObject>();
+    for (const FParameterRange& Field : Fields)
+    {
+        float Minimum = FLT_MAX;
+        float Maximum = -FLT_MAX;
+        for (int32 ProfileIndex = 0;
+             ProfileIndex < VoxelForgeRedefinedDensityField::GetParameterSetCount();
+             ++ProfileIndex)
+        {
+            const TCHAR* Name = nullptr;
+            FParameters Parameters;
+            if (!VoxelForgeRedefinedDensityField::GetParameterSetInfo(
+                    ProfileIndex, Name, Parameters))
+            {
+                continue;
+            }
+            const float Value = Parameters.*(Field.Value);
+            Minimum = FMath::Min(Minimum, Value);
+            Maximum = FMath::Max(Maximum, Value);
+        }
+        TSharedRef<FJsonObject> Bounds = MakeShared<FJsonObject>();
+        Bounds->SetNumberField(TEXT("minimum_across_profiles"), Minimum);
+        Bounds->SetNumberField(TEXT("maximum_across_profiles"), Maximum);
+        Result->SetObjectField(Field.Name, Bounds);
+    }
+    return Result;
+}
+
+bool Step2eSameWorkerRun(
+    const VoxelForgeRegionEval::FTiming& A,
+    const VoxelForgeRegionEval::FTiming& B)
+{
+    return A.QuantizedHash == B.QuantizedHash && A.RawFloatHash == B.RawFloatHash;
+}
+
 TSharedRef<FJsonObject> Step2dTimingJson(const VoxelForgeRegionEval::FTiming& Timing)
 {
    TSharedRef<FJsonObject> Json = MakeShared<FJsonObject>();
@@ -3653,6 +3870,8 @@ int32 RunStep2e(const FString& Params)
        Row->SetNumberField(TEXT("profile_index"), Profile);
        Row->SetStringField(TEXT("name"), ProfileName);
        Row->SetObjectField(TEXT("parameters"), Step2eParametersJson(ProfileParameters));
+        Row->SetObjectField(TEXT("nominal_chamber_volume_quantiles_m3"),
+            Step2eChamberVolumeQuantilesJson(ProfileParameters));
        Row->SetNumberField(TEXT("six_worker_ring_median_ms"), MedianMs);
        TArray<TSharedPtr<FJsonValue>> TrialValues;
        TrialValues.Add(MakeShared<FJsonValueNumber>(Times[0]));
@@ -3664,6 +3883,11 @@ int32 RunStep2e(const FString& Params)
        Row->SetNumberField(TEXT("estimated_surface_area_per_volume_m_inv"),
            Variety.SurfaceAreaPerVolume);
        Row->SetNumberField(TEXT("vertical_air_adjacency_share"), Variety.VerticalAdjacencyShare);
+        Row->SetNumberField(TEXT("vertical_air_column_share"), Variety.VerticalAirColumnShare);
+        Row->SetNumberField(TEXT("mean_longest_vertical_air_run_voxels"),
+            Variety.MeanLongestVerticalAirRunVoxels);
+        Row->SetNumberField(TEXT("longest_vertical_air_run_voxels"),
+            Variety.LongestVerticalAirRunVoxels);
        Row->SetNumberField(TEXT("one_meter_tunnel_neck_share"), Variety.TunnelNeckShare);
        Row->SetNumberField(TEXT("one_meter_connected_components"),
            Variety.ConnectedComponentsAtOneMeter);
@@ -3675,6 +3899,17 @@ int32 RunStep2e(const FString& Params)
        Row->SetNumberField(TEXT("skipped_bricks"), static_cast<double>(LastTiming.SkippedBricks));
        Row->SetNumberField(TEXT("skipped_sample_fraction"), LastTiming.SampleCount > 0
            ? static_cast<double>(LastTiming.SkippedSamples) / LastTiming.SampleCount : 0.0);
+        Row->SetNumberField(TEXT("evaluated_samples"),
+            static_cast<double>(LastTiming.EvaluatedSamples));
+        Row->SetNumberField(TEXT("worker_cpu_seconds"), LastTiming.WorkerCpuSeconds);
+        Row->SetNumberField(TEXT("brick_classification_worker_ms"),
+            LastTiming.BrickClassificationSeconds * 1000.0);
+        Row->SetNumberField(TEXT("density_evaluation_worker_ms"),
+            LastTiming.DensityEvaluationSeconds * 1000.0);
+        Row->SetNumberField(TEXT("uniform_fill_worker_ms"),
+            LastTiming.UniformFillSeconds * 1000.0);
+        Row->SetNumberField(TEXT("longest_worker_ms"),
+            LastTiming.LongestWorkerWallSeconds * 1000.0);

        FString SafeName(ProfileName);
        SafeName.ToLowerInline();
@@ -3778,26 +4013,41 @@ int32 RunStep2e(const FString& Params)
    const FStep2dBoundaryStats BoundaryStats = ComputeStep2dBoundaryStats(
        HardestFullDensity, Dimension, Origin,
        FMath::RoundToInt(HardestParameters.RoomPitchVoxels));
+    TArray<float> SeamFailureDensity = HardestFullDensity;
+    int64 DeliberateSeamSamplesMutated = 0;
+    for (int32 Z = 1; Z < Dimension - 1; ++Z)
+    for (int32 Y = 1; Y < Dimension - 1; ++Y)
+    for (int32 X = 1; X < Dimension - 1; ++X)
+    {
+        const int32 Index = (Z * Dimension + Y) * Dimension + X;
+        if (((Origin.X + X) % 8) == 0 && FMath::Abs(HardestFullDensity[Index]) <= 12.0f)
+        {
+            SeamFailureDensity[Index + 1] += 64.0f;
+            ++DeliberateSeamSamplesMutated;
+        }
+    }
+    const FStep2dBoundaryStats SeamFailureStats = ComputeStep2dBoundaryStats(
+        SeamFailureDensity, Dimension, Origin,
+        FMath::RoundToInt(HardestParameters.RoomPitchVoxels));
    const FStep2dBrickProofAudit ProofAudit = AuditStep2dBrickProofs(
        *World.Generator, Origin, Dimension, true);
    const uint64 HardestHash = VoxelForgeRegionEval::HashQuantized(HardestFullDensity);
    const uint64 RepeatHash = VoxelForgeRegionEval::HashQuantized(RepeatFullDensity);
    const uint64 OneWorkerHash = VoxelForgeRegionEval::HashQuantized(OneWorkerDensity);
    const bool bDeterminism = HardestHash == RepeatHash && HardestHash == OneWorkerHash
-        && HardestFullTiming.RawFloatHash == RepeatTiming.RawFloatHash
-        && HardestFullTiming.RawFloatHash == OneWorkerTiming.RawFloatHash;
+        && Step2eSameWorkerRun(HardestFullTiming, RepeatTiming)
+        && Step2eSameWorkerRun(HardestFullTiming, OneWorkerTiming);
+    VoxelForgeRegionEval::FTiming DeliberateMismatch = HardestFullTiming;
+    DeliberateMismatch.QuantizedHash ^= 1u;
+    const bool bDeliberateDeterminismMismatchCaught =
+        !Step2eSameWorkerRun(HardestFullTiming, DeliberateMismatch);
    const bool bDetailAtLeastLive = NewSpectrum.RMSLag1 >= OldSpectrum.RMSLag1
        && NewSpectrum.RMSLag2 >= OldSpectrum.RMSLag2;
    const bool bSmoothingControlCaught = SmoothSpectrum.RMSLag1 < NewSpectrum.RMSLag1 * 0.80
        || SmoothSpectrum.RMSLag2 < NewSpectrum.RMSLag2 * 0.80;
-    const bool bBoundaryPass = BoundaryStats.BrickBoundarySamples > 0
-        && BoundaryStats.InteriorSamples > 0
-        && BoundaryStats.ChunkBoundarySamples > 0
-        && BoundaryStats.FeatureCellBoundarySamples > 0
-        && BoundaryStats.BrickJumpRms <= BoundaryStats.InteriorJumpRms * 2.0 + 0.25
-        && BoundaryStats.ChunkBoundaryJumpRms <= BoundaryStats.InteriorJumpRms * 2.0 + 0.25
-        && BoundaryStats.FeatureCellJumpRms
-            <= BoundaryStats.FeatureCellInteriorJumpRms * 2.0 + 0.25;
+    const bool bBoundaryPass = Step2eBoundaryStatsPass(BoundaryStats);
+    const bool bDeliberateSeamFailureCaught = DeliberateSeamSamplesMutated > 0
+        && !Step2eBoundaryStatsPass(SeamFailureStats);
    const bool bBoundAudit = ProofAudit.CorrectlySkippedBricksAudited > 0
        && ProofAudit.CorrectProofSamplesChecked > 0
        && ProofAudit.CorrectProofViolations == 0;
@@ -3810,6 +4060,7 @@ int32 RunStep2e(const FString& Params)
    const bool bSpeedPass = Workers == 6 && bProfilePasses && WorstMedianMs <= 600.0;
    const bool bPassed = bSpeedPass && bDeterminism && bDetailAtLeastLive
        && bSmoothingControlCaught && bDetailParity && bBoundaryPass
+        && bDeliberateSeamFailureCaught && bDeliberateDeterminismMismatchCaught
        && bBoundAudit && bUndersizedBoundCaught
        && HardestFullTiming.NonFiniteSamples == 0;

@@ -3832,13 +4083,19 @@ int32 RunStep2e(const FString& Params)
             "rock masses and a bowl floor with an explicit water level. Passage pads and anchor "
             "tunnels join the authored inter-strate route to the generated network."));
    Report->SetStringField(TEXT("parameter_space"),
-        TEXT("Eight named profiles can be assigned per strate from a seed hash (-1 mode), or "
-             "forced for measurement. Each profile rolls cell placement and feature choices from "
-             "the world seed and strate index; see parameters and documented ranges in the report."));
+        TEXT("Eight named profiles can be assigned per strate from a stable seed hash (-1 mode), "
+             "or forced for measurement. Each profile supplies nominal room, tunnel, shaft, "
+             "feature-probability and basin values. Per-cell hashes deterministically roll room "
+             "jitter and feature presence. Profile minima and maxima are recorded below; room "
+             "height is clamped to the strate span, room radii to 0.20-0.72/0.80 of pitch, "
+             "loop probability to 0-0.8, probabilities and water level to 0-1, and basin depth "
+             "to 0-48 voxels."));
+    Report->SetObjectField(TEXT("parameter_ranges_across_eight_profiles"),
+        Step2eParameterRangesJson());
    Report->SetStringField(TEXT("resolution_contract"),
        TEXT("One exact field sample per 25 cm lattice point. The four existing 8/4/2/1-sample "
             "detail bands are evaluated for every potentially surface-affecting point; no coarse "
-             "field is interpolated onto the lattice. 8-cubed skips require the final macro field "
+             "field is interpolated onto the lattice. 4-cubed step 2e skips require the final macro field "
             "Lipschitz interval plus the full 5.25-unit detail supremum and marching-cubes halo."));
    Report->SetStringField(TEXT("finer_lattice_scaling"),
        TEXT("For 12.5 cm voxels, double room pitch, room height, tunnel/feature dimensions and "
@@ -3848,9 +4105,11 @@ int32 RunStep2e(const FString& Params)
             "remain cheap. This scale has not been timed."));
    Report->SetStringField(TEXT("variety_metric_method"),
        TEXT("Open fraction uses every ring sample. Surface area estimates sign-changing lattice "
-             "edges times 0.25 m squared. Chamber-size bins, connected components and tunnel-neck "
-             "share use a 1 m downsampled six-neighbor occupancy grid; verticality is the share of "
-             "open 1-cell adjacencies that point vertically."));
+             "edges times 0.25 m squared. Nominal chamber-volume p10/p50/p90 values use the "
+             "uniform per-cell radius roll and room height as circular-cylinder volumes. Tunnel-neck "
+             "share and connected-component sizes use a 1 m downsampled six-neighbor occupancy grid. "
+             "Verticality is the mean longest contiguous open run per XY column, with open-column "
+             "coverage reported separately."));
    Report->SetStringField(TEXT("water_geometry_limit"),
        TEXT("Basin profiles generate the bowl floor and water-level parameter; this density field "
             "does not render or simulate water."));
@@ -3884,6 +4143,10 @@ int32 RunStep2e(const FString& Params)
    Boundary->SetNumberField(TEXT("feature_cell_boundary_gradient_jump_rms"), BoundaryStats.FeatureCellJumpRms);
    Boundary->SetNumberField(TEXT("feature_cell_interior_gradient_jump_rms"), BoundaryStats.FeatureCellInteriorJumpRms);
    Boundary->SetBoolField(TEXT("boundary_artifact_check_pass"), bBoundaryPass);
+    Boundary->SetNumberField(TEXT("deliberate_seam_samples_mutated"),
+        static_cast<double>(DeliberateSeamSamplesMutated));
+    Boundary->SetBoolField(TEXT("deliberate_seam_failure_caught"),
+        bDeliberateSeamFailureCaught);
    Report->SetObjectField(TEXT("boundary_artifact_check"), Boundary);

    TSharedRef<FJsonObject> Proofs = MakeShared<FJsonObject>();
@@ -3893,6 +4156,32 @@ int32 RunStep2e(const FString& Params)
        static_cast<double>(ProofAudit.CorrectProofSamplesChecked));
    Proofs->SetNumberField(TEXT("correct_proof_sign_violations"),
        static_cast<double>(ProofAudit.CorrectProofViolations));
+    Proofs->SetNumberField(TEXT("first_violation_brick_x"), ProofAudit.FirstViolationBrickOrigin.X);
+    Proofs->SetNumberField(TEXT("first_violation_brick_y"), ProofAudit.FirstViolationBrickOrigin.Y);
+    Proofs->SetNumberField(TEXT("first_violation_brick_z"), ProofAudit.FirstViolationBrickOrigin.Z);
+    Proofs->SetNumberField(TEXT("first_violation_brick_size_x"), ProofAudit.FirstViolationBrickSize.X);
+    Proofs->SetNumberField(TEXT("first_violation_brick_size_y"), ProofAudit.FirstViolationBrickSize.Y);
+    Proofs->SetNumberField(TEXT("first_violation_brick_size_z"), ProofAudit.FirstViolationBrickSize.Z);
+    Proofs->SetNumberField(TEXT("first_violation_sample_x"), ProofAudit.FirstViolationSample.X);
+    Proofs->SetNumberField(TEXT("first_violation_sample_y"), ProofAudit.FirstViolationSample.Y);
+    Proofs->SetNumberField(TEXT("first_violation_sample_z"), ProofAudit.FirstViolationSample.Z);
+    Proofs->SetNumberField(TEXT("first_violation_density"), ProofAudit.FirstViolationDensity);
+    Proofs->SetNumberField(TEXT("first_violation_center_macro"),
+        ProofAudit.FirstViolationCenterMacro);
+    Proofs->SetNumberField(TEXT("first_violation_sample_macro"),
+        ProofAudit.FirstViolationSampleMacro);
+    Proofs->SetNumberField(TEXT("first_violation_sample_detail"),
+        ProofAudit.FirstViolationSampleDetail);
+    Proofs->SetNumberField(TEXT("first_violation_macro_delta_per_voxel"),
+        ProofAudit.FirstViolationMacroDeltaPerVoxel);
+    Proofs->SetNumberField(TEXT("first_violation_path_max_gradient"),
+        ProofAudit.FirstViolationPathMaxGradient);
+    Proofs->SetNumberField(TEXT("first_violation_tiny_step_max_gradient"),
+        ProofAudit.FirstViolationTinyStepMaxGradient);
+    Proofs->SetBoolField(TEXT("first_violation_inside_proven_brick"),
+        ProofAudit.bFirstViolationWasInsideBrick);
+    Proofs->SetBoolField(TEXT("first_violation_claimed_air"),
+        ProofAudit.bFirstViolationClaimedAir);
    Proofs->SetNumberField(TEXT("undersized_bound_claims_checked"),
        static_cast<double>(ProofAudit.DeliberatelyUndersizedBoundClaimsChecked));
    Proofs->SetNumberField(TEXT("wrong_sign_samples_caught_by_undersized_bound"),
@@ -3915,6 +4204,8 @@ int32 RunStep2e(const FString& Params)
    Determinism->SetStringField(TEXT("one_worker_raw_float"), FString::Printf(
        TEXT("%016llx"), static_cast<unsigned long long>(OneWorkerTiming.RawFloatHash)));
    Determinism->SetBoolField(TEXT("same_across_two_runs_and_1_vs_6_workers"), bDeterminism);
+    Determinism->SetBoolField(TEXT("deliberate_quantized_hash_mismatch_rejected"),
+        bDeliberateDeterminismMismatchCaught);
    Report->SetObjectField(TEXT("determinism"), Determinism);
    Report->SetBoolField(TEXT("entrance_exit_walkability_test_added"), true);
    Report->SetBoolField(TEXT("inter_strate_passage_open_space_test_added"), true);
@@ -181,27 +181,30 @@ namespace VoxelForgeRegionEval
        TArray<FResearchBrick> Bricks;
        const FIntVector Last = OriginVoxels
            + FIntVector(Dimension - 1, Dimension - 1, Dimension - 1);
+        const FIntVector ProofBrickSize = bParameterized
+            ? FIntVector(4, 4, 4) : FIntVector(8, 8, 8);
        const FIntVector FirstBrick(
-            FMath::FloorToInt(static_cast<float>(OriginVoxels.X) / 8.0f),
-            FMath::FloorToInt(static_cast<float>(OriginVoxels.Y) / 8.0f),
-            FMath::FloorToInt(static_cast<float>(OriginVoxels.Z) / 8.0f));
+            FMath::FloorToInt(static_cast<float>(OriginVoxels.X) / ProofBrickSize.X),
+            FMath::FloorToInt(static_cast<float>(OriginVoxels.Y) / ProofBrickSize.Y),
+            FMath::FloorToInt(static_cast<float>(OriginVoxels.Z) / ProofBrickSize.Z));
        const FIntVector LastBrick(
-            FMath::FloorToInt(static_cast<float>(Last.X) / 8.0f),
-            FMath::FloorToInt(static_cast<float>(Last.Y) / 8.0f),
-            FMath::FloorToInt(static_cast<float>(Last.Z) / 8.0f));
+            FMath::FloorToInt(static_cast<float>(Last.X) / ProofBrickSize.X),
+            FMath::FloorToInt(static_cast<float>(Last.Y) / ProofBrickSize.Y),
+            FMath::FloorToInt(static_cast<float>(Last.Z) / ProofBrickSize.Z));
        Bricks.Reserve((LastBrick.X - FirstBrick.X + 1)
            * (LastBrick.Y - FirstBrick.Y + 1) * (LastBrick.Z - FirstBrick.Z + 1));
        for (int32 BZ = FirstBrick.Z; BZ <= LastBrick.Z; ++BZ)
        for (int32 BY = FirstBrick.Y; BY <= LastBrick.Y; ++BY)
        for (int32 BX = FirstBrick.X; BX <= LastBrick.X; ++BX)
        {
-            const FIntVector BrickWorldMin(BX * 8, BY * 8, BZ * 8);
+            const FIntVector BrickWorldMin(
+                BX * ProofBrickSize.X, BY * ProofBrickSize.Y, BZ * ProofBrickSize.Z);
            FResearchBrick& Brick = Bricks.AddDefaulted_GetRef();
            Brick.Origin = FIntVector(
                FMath::Max(OriginVoxels.X, BrickWorldMin.X),
                FMath::Max(OriginVoxels.Y, BrickWorldMin.Y),
                FMath::Max(OriginVoxels.Z, BrickWorldMin.Z));
-            const FIntVector BrickEnd = BrickWorldMin + FIntVector(8, 8, 8);
+            const FIntVector BrickEnd = BrickWorldMin + ProofBrickSize;
            const FIntVector RingEnd = OriginVoxels
                + FIntVector(Dimension, Dimension, Dimension);
            const FIntVector End(
@@ -315,6 +318,43 @@ namespace VoxelForgeRegionEval
                        VoxelForgeRedefinedDensityField::BuildParameterizedBrickContext(
                            Generator, Brick.Origin, Brick.Size, ParameterizedBrickContext);
                    }
+                    if (bParameterized)
+                    {
+                        const int32 DetailStride = Brick.Size.X * Brick.Size.Y;
+                        float ColumnValues[8] = {};
+                        float ParameterizedBrickValues[8 * 8 * 8];
+                        for (int32 Y = 0; Y < Brick.Size.Y; ++Y)
+                        for (int32 X = 0; X < Brick.Size.X; ++X)
+                        {
+                            const int32 DetailBase = Y * Brick.Size.X + X;
+                            VoxelForgeRedefinedDensityField::EvaluateParameterizedColumnWithDetailValues(
+                                Generator, static_cast<float>(Brick.Origin.X + X),
+                                static_cast<float>(Brick.Origin.Y + Y),
+                                static_cast<float>(Brick.Origin.Z),
+                                BrickDetail.GetData() + DetailBase, DetailStride,
+                                Brick.Size.Z, ColumnValues,
+                                &ParameterizedBrickContext, DetailScale);
+                            for (int32 Z = 0; Z < Brick.Size.Z; ++Z)
+                            {
+                                ParameterizedBrickValues[(Z * Brick.Size.Y + Y)
+                                    * Brick.Size.X + X] = ColumnValues[Z];
+                            }
+                        }
+                        for (int32 Z = 0; Z < Brick.Size.Z; ++Z)
+                        for (int32 Y = 0; Y < Brick.Size.Y; ++Y)
+                        {
+                            const int64 LatticeIndex = LinearIndex(
+                                Brick.Lattice.X, Brick.Lattice.Y + Y,
+                                Brick.Lattice.Z + Z, Dimension);
+                            const int32 LocalIndex = (Z * Brick.Size.Y + Y) * Brick.Size.X;
+                            FMemory::Memcpy(OutDensities.GetData() + LatticeIndex,
+                                ParameterizedBrickValues + LocalIndex,
+                                static_cast<SIZE_T>(Brick.Size.X) * sizeof(float));
+                        }
+                        WorkerEvaluated[WorkerIndex] += static_cast<uint64>(Brick.SampleCount);
+                    }
+                    else
+                    {
                        for (int32 Z = 0; Z < Brick.Size.Z; ++Z)
                        for (int32 Y = 0; Y < Brick.Size.Y; ++Y)
                        for (int32 X = 0; X < Brick.Size.X; ++X)
@@ -327,17 +367,14 @@ namespace VoxelForgeRegionEval
                                Brick.Lattice.Z + Z, Dimension);
                            const float DetailValue = BrickDetail[
                                (Z * Brick.Size.Y + Y) * Brick.Size.X + X];
-                        OutDensities[static_cast<int32>(LatticeIndex)] = bParameterized
-                            ? VoxelForgeRedefinedDensityField::EvaluateParameterizedWithDetailValue(
-                                Generator, static_cast<float>(WorldX), static_cast<float>(WorldY),
-                                static_cast<float>(WorldZ), DetailValue, nullptr, DetailScale,
-                                &ParameterizedBrickContext)
-                            : VoxelForgeRedefinedDensityField::EvaluateWithDetailValue(
+                            OutDensities[static_cast<int32>(LatticeIndex)] =
+                                VoxelForgeRedefinedDensityField::EvaluateWithDetailValue(
                                    Generator, static_cast<float>(WorldX), static_cast<float>(WorldY),
                                    static_cast<float>(WorldZ), DetailValue,
                                    nullptr, DetailScale, &BrickContext);
                            ++WorkerEvaluated[WorkerIndex];
                        }
+                    }
                    WorkerEvaluate[WorkerIndex] += FPlatformTime::Seconds() - EvaluationStart;
                }
            }