Thats correct. But to define what is the bare minimum, you need a baseline. I just wanted to say that humans are a bad baseline because we have "training data" encoded in our DNA. Further for tabular data ML systems often outperform humans with not as much training data.

But of course less data needed with good training results is always better. I would not argue about that.

Edit: Typos