Good question. According to this link from the Cloudformation documentation, the AWS::Events:Rule construct that creates the event, only supports tags when created with ECS. https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-events-rule-tag.html - I would assume that when SAM renders the Cloudformation, it will be bound by this same constraint.
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