Shadow Mode
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The ML system operates alongside the human, mirroring their actions.
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Outputs from the ML system are not employed in decision-making at this stage.
Canary Deployment
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Initially introduce the system to a minimal portion of the traffic.
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Observe the system's performance and incrementally increase the volume of traffic.
Blue-Green Deployment
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Traffic is slowly shifted from an old version to a new version.
Levels of Automation
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Solely human-operated, Shadow mode, AI-supported, Semi-automated, Completely automated