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Record Tower YOLO runtime validation
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Honor YOLO preflight environment config
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Prepare unique hard-negative training dataset
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Expand operator hard-negative AOIs
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Record operator YOLO dataset audit results
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Add operator YOLO dataset quality audit
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Record YOLOv8s e60 candidate evaluation
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Record YOLOv8s partial candidate evaluation
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Record live model promotion report
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Add detection model promotion report
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Record regenerated calibration portfolio evidence
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Prevent calibration evidence response overwrite
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Preserve calibration portfolio model provenance
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Document live multi-AOI calibration portfolio
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Add multi-AOI calibration evidence portfolio
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Add browser calibration evidence bundle smoke
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Document browser calibration evidence deploy validation
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Support browser calibration summaries in evidence export
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Document calibration summary deploy validation
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Add calibration summary export
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Document calibration evidence deploy validation
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Link calibration rows to QA evidence map
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Add guided detection calibration runner
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Add detection threshold calibration comparison
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Harden raster detection manifest handoff
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Harden detection model asset selection
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Add hard-negative balanced YOLO tile export
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Add operator hard-negative detection matrix
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Expand operator samples for YOLO hard negatives
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Record operator tile model benchmark results
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Add operator YOLO tile dataset exporter
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Document operator YOLO training benchmark
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Disable YOLO training plot side effects
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Harden operator YOLO training runtime
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Add operator YOLO training dataset tooling
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Document stronger building model benchmark
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Document multi-sample detection quality baseline
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Document detection quality matrix results
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Document calibration evidence export results
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Document detection calibration sweep results
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Fix calibration f1 metric fallback
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