The AI wildfire is coming. it's going to be painful and healthy

> AI inference demand is directed at improving actual earnings. Companies are deploying intelligence to reduce customer acquisition costs, lower operational expenses, and increase worker productivity. The return is measurable and often immediate, not hypothetical.

Is the return measurable and immediate?

Is it really?

Yes.

Dentists offices that only need 1 receptionist instead of 2.

A dramatic reduction in front line tier 1 customer support reps.

Translation teams laid off.

Documentation teams dramatically reduced.

Data entry teams replaced by vision models.