At the very least, every AI should be able to spit out a comprehensive list of all the material it used for training. And it should be capable of removing any specific item and regenerating its algorithm.

This is a fundamental requirement of the technology itself to function. What happens if one the training materials has a retraction? Or if the authors admit they used AI to generate it? You need to purge that knowledge to keep the AI healthy and accurate.