"that’s an organisational level problem that existed anyway"

That's very true to many organizations. One cannot just slap an AI tool on it when you are dealing with fundamental organizational problems in the first place.

"they can spend their time on the larger more software engineering level problems"

For sure, devs still needs to focus on the right type of work and maintain the balance. I built a tool to just do that: https://worktypefocus.com/