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Doesn't look like it. What's your source? https://www.statista.com/statistics/200463/us-poverty-rate-s...
Poverty rate U.S. 2024| Statista

In 2024, approximately 10.6 percent of the population was living below the national poverty line in the United States.

Statista
I’m not following. It seems straightforward enough, and consistent with both charts, that a dramatic speedup in coding yields a more modest improvement in overall productivity because typing code is a minority of the work. Is your contention here that the LLM not only documents, but accelerates the thinking part too?
Which part of the third chart do you disagree with?

>First, skilled engineers using LLMs to code also think and discuss and stare off into space before the source code starts getting laid down

Yes, and the thinking time is a significant part of overall software delivery, which is why accelerating the coding part doesn't dramatically change overall productivity or labor requirements.