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It could be the case when you are trying to do a cross account copy without the resource based policy (project policy) enabled. You need to define the IAM resource policy for the trained model to allow cross-account access. Here is the blog talking about Project Policy and steps to do cross account copy.
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Thanks a lot for sharing the blog, aws-kuvnish. I will try following the instructions.
What puzzles me is that the previous scientist built the model under the same shared account of my team.