> even if AI allows two engineers to do the work of six, companies will likely just use that efficiency to expand their scope.

1) they won't, they'll just cut costs

or

2) they will, but unless it's a new scope or one that can absorb growth, they'll just be competing with other companies in the space and taking away business from them

either way, labor loses