I gave a more poorly expressed version of what you said.

With one change, I think the author has a domain in mind or plan. They really asked how to get to

> Read research publications and try to implement them.

They might want to be able to use the body of AI and working code to apply it to a different but specific problem. Be a power user of existing models.

But totally agree and well said!