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Unfortunately, as an end-user, you cannot independently upgrade the R version in the SageMaker R kernel. The R version provided in the SageMaker R kernel is managed and maintained by the AWS SageMaker team. The timeline for upgrading the R version in the SageMaker R kernel is determined by the AWS SageMaker team based on various factors, such as the stability and compatibility of the new R version with the SageMaker environment, the demand from customers, and the availability of resources for testing and validation. Since the R version 4.4.0 was released recently, it may take some time for the AWS SageMaker team to thoroughly test and validate the new version before making it available in the SageMaker R kernel.
The Sagemaker service team has the task of integrating new features based on customer requests. The more customer requests there are, the greater the chance that requests will be integrated in the shortest time possible. I recommend reporting the request either to the account manager, if the customer has one, or to the help desk.
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Thanks @stefanoB! Do you happen to know how the AWS sagemaker team assesses the demand from customers? Is there a place where I can voice this request other than here?