How do AI tools impact real productivity beyond the hype?

[Vernon]

There’s a lot of discussion about how AI improves productivity, but real results can vary. Some users see major time savings, while others struggle to integrate it effectively. The difference often comes down to how it’s used. I’d like to hear how people measure actual impact.

[jacombo]

I feel like a lot of the hype ignores the learning curve involved. Some AI tools seem helpful on the surface but don’t really save time once you factor in setup or figuring out how to get good results. That said, an AI Assistant I came across recently, like the one, seems more focused on adapting to specific workflows, which might be why some users report more tangible benefits. Measuring impact probably needs to consider not just raw time saved but also how much friction is reduced in day-to-day tasks.