This might be slightly of topic but this article mentions the stat that keeps going around that refutes productivity gains given by LLM’s, but honestly I think this is because this is reported by companies that are either measuring time to deliverable completion, or value in dollars generated by their workers using the technology.

They always seem to miss another metric, saved human brain power. My experience hasn’t been that I can complete tasks faster from go to woe, it’s been that they’re far less mentally taxing and I can do other things whilst the ai churns some of the tedium away. When I’m feeling real tired, it’s a lot easier to review ai code than write my own from scratch. As any writer will tell you, editing is easier than writing from a blank page.

A good analogy might be that I can vacuum the house way faster than my robot vacuum can, probably in less than 1/3rd of the time! But letting the robot do it is still way better for quality of life and also it frees me up to do other things. This has been the true gain from using coding LLM’s in my lived experience.