> I think Amazon can just publish their own models, buy someone else's, or integrate with multiple leading AI model publishers.

This is exactly what they've done: They offer SageMaker (and similar capabilities) for hosting smaller models that fit into a single instance GPU, and they have Bedrock that hosts a metric crap-ton of AWS and third party models. Many of the model architectures are supported for hosting fine-tuned versions.