none of these is anything someone can run from their bedroom because they have very high quality and regulatory requirements and require constant work outside of the actual AI training.

This is actually reflected in the margins of "AI" companies, which are significantly lower than traditional SAAS businesses and require significantly more manpower to deal with the long tailed problems, which is where the AI fails but it's what actually matters.