Explain the role of shadow mode in deploying new ML models.
Instruction: Describe how deploying ML models in shadow mode works and its benefits in an MLOps pipeline.
Context: This question probes the candidate's understanding of deploying models in a non-disruptive manner, allowing for performance comparison without affecting the production environment.
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Shadow mode lets a new model run on real production traffic without affecting user-facing decisions...