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Data drift shown as two shifted distributions and concept drift as a correlation that falls apart between 2024 and 2025, with shadow mode, canary, full rollout and rollback as deployment stages, and accuracy decaying from 94% to 71%

Data PlatformDay 89Oct 29, 2026

The Model Didn't Break. The World Did.

system-design data-platform model-drift

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