Yeah, and when another capabilities jump like that comes, then the small capability jumps the article talks about will sound really naive. What the author basically says: There will be no big disruption, the most impressive thing we will get is more specialized language models, that's all, get real. Nothing smarter than a human, just a few nice tools.
And known optimizations show a clear path to 100x improvements.