How can you validate ML content when you don't have educated people?

Thinking everything ML produces is just shorting the brain.

I see AI wars as creating coherent stories. Company X starts using ML and they believe what was produced is valid and can grow their stock. Reality is that Company Y poised the ML and the product or solution will fail, not right away but over time.