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System design for physical AI: prove every pipeline record before the interference model reads it

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System design for physical AI: prove every pipeline record before the interference model reads it
A DC interference study for buried gas pipelines near an HVDC electrode station in Pakistan: a provenance register of 15 objects, one Apache 2.0 document parser, validated solver software, three gated phases, one 48 GB host.

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