[FirstClassTree]

You have many errors and I personally find the writing style pretentious.

For example: Software engineer role is about automating people -> often not.

That just indicates lack of rigor. Also, if so. Who will make the ai automate people? GOD? People think poorly understood theory and gradient descent will produce God.

[hwhshs]

Jevons "paradox" says as things get cheaper demand goes up. It is kinda how we got modern AI rather than just faster and faster paper form replacements.