Record retained validation coverage
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## Remaining validation
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- Build the AI-enabled all-in-one image on Tower after the current inactive model training run finishes, verify Torch reports a CPU build and rerun live migration/browser smokes before replacing the runtime.
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# Sprint 171.1 - Validation coverage provenance
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- The expanded live export exposed that Arendonk-heide remained configured as a holdout while all of its low-variance tiles were correctly filtered out.
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- Added `retained_validation_sample_slugs` and `empty_validation_sample_slugs` to tile dataset summaries so configured and actual validation coverage cannot be confused.
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- Added a focused regression test and kept filtering behavior unchanged; no blank tile was reintroduced.
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