This is really cool. My optimistic take on GenAI, at least with regard to software engineering, is that it seems like we're gonna have a lot of the boring / tedious parts of our jobs get a lot easier!
Forget the diff, I don’t want my name on the natural language summary.
They approximate argmax(P_sub_theta(token|prefix)).
This approximation is sometimes useful. I’ve found it to never be useful in writing code or prose about code of any difficulty. That’s my personal anecdote, but one will note that OpenAI and Anthropic still employ a great many software engineers.