> The "General Labor Substitute": He rejects the idea that his employment forecasts are "doom marketing". Instead, he asserts that AI will act as a general substitute for human labor, noting that most software engineering could be entirely automated within 1 to 2 years

When someone says all Software engg could be automated within 1yr they don't mean 'oh use our agents and keep human in loop'

They mean 'AI superior than humans fire all humans and all SWEs will be jobless'

I am not going to reply to you going forwards as I can't speak with someone who lives in a different universe