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- Planes fill lazily per column with ready bits and batch only missing columns on full-chunk requests - Natural fills batch only the base heights Terrain3D still needs and reuse the sparse memo - Bounds lattice and hydrology planner reads stay out of the bake - Bake capacity is eight times the noise cache, covering the measured working set - Generator evaluation counters and a bake census print from the probe - Parity test compares batched chunk base heights and evaluation counts with the scalar path