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Is this designed or intended to get around ad blockers, third party script blocking, and other privacy tools?

I would say most likely that is one of the goals since server-side is highly encouraged to run the container under the owner's subdomain...

and Google being prepared for smart devices like toasters that have enough resources to run GTM code with an ad blocker.