Cynically, the AI is ready to replace professionals, in areas where the stakeholders don't care too much. They can offer the services cheaper, and this is all that matters to their customers. Were it not so, companies like Tata won't have any customers. The phenomenon of "cheap Chinese junk" would not exist, because no retailer would order to produce it.

So, brace yourselves, we'll see more of this in production :(

Does something where you don't care about quality this much need doing at all?

Well, the world will split into those who care, and fields where precision is crucial, and the rest. Occasional mistakes are tolerable but systematic bullshit is a bit too much for me.

This separation (always a spectrum, not a split) already exists for a long time. Bouts of systemic bullshit occur every now and then, known as "bubbles" (as in dotcom bubble, mortgage bubble, etc) or "crises" (such as "reproducibility crisis", etc). Smaller waves rise and fall all the time, in the form of various scams (from the ancient tulip mania to Ponzi to Madoff to ICOs, etc).

It seems like large amounts of people, including people at high-up positions, tend to believe bullshit, as long as it makes them feel comfortable. This leads to various irrational business fashions and technological fads, to say nothing of political movements.

So yes, another wave of fashion, another miracle that works "as everybody knows" would fit right in. It's sad because bubbles inevitably burst, and that may slow down or even destroy some of the good parts, the real advances that ML is bringing.