Amazon Augmented AI (A2I)

• Human review of ML predictions
• Human workers can be our own employees, over 500k AWS contractors or can access the Mechanical Turk workforce of vendors
• Predictions with high confidence are returned immediately, while low confidence predictions are sent for human review.
• Reviewed predictions are stored and fed back into the model to improve its quality.
• Some vendors are pre-screened for confidentiality requirements
• We can builds workflows for reviewing low-confidence predictions
• It is integrated into Amazon Textract and Rekognition
• Integrates with SageMaker
• Similar to SageMaker Ground Truth

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