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Add certified field kernel substrate plan to ndarray index
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.claude/plans/3DGS-PLAN-INDEX.md

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@@ -9,6 +9,7 @@ This directory contains the ndarray-side implementation plans for the 3DGS geosp
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- CPU-SIMD 3D Gaussian Splatting forward renderer.
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- SPD covariance construction and EWA projection math.
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- EWA/SYRK/BLAS/MKL backend dispatch for large-batch covariance projection.
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- Domain-neutral certified field-kernel substrate pieces when repeated by multiple consumers.
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- Pillar-certified error probes under `src/hpc/pillar`.
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- Columnar splat payload formats and quantization carriers.
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- HHTL / HEEL-HIP-TWIG-LEAF selection primitives callable by `lance-graph`.
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3DGS-validation-benchmark-plan.md
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3DGS-4x4-cognitive-shader-SoA-plan.md
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3DGS-EWA-SYRK-BLAS-MKL-crosspollination-plan.md
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3DGS-certified-field-kernel-substrate-plan.md
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```
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## Cross-repo boundary
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`ndarray` should not own 3D Tiles, Cesium compatibility, ArcGIS service ingestion, graph query planning, SplatShaderBlas orchestration, or tile serving. Those live in `lance-graph`.
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`ndarray` should not own 3D Tiles, Cesium compatibility, ArcGIS service ingestion, graph query planning, SplatShaderBlas orchestration, datalake semantics, domain adapters, or tile serving. Those live in `lance-graph`.
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The intended interface is:
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batched covariance projection report
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```
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Central principle: renderer decisions should be fast, inspectable, and mathematically auditable.
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For certified field kernels, the intended interface is:
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```text
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lance-graph domain adapter / datalake block summary
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->
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ndarray field-kernel scoring/certification kernels
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->
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behavior-affecting certificate summary
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```
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Central principle: renderer and field-kernel decisions should be fast, inspectable, and mathematically auditable.

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