I disagree wrt software engineering. I have been a dev for 10 years, so still new. But. I don't think the problem can be solved with better techniques. I think the problem is humans just aren't smart enough to do the work. There is a fundamental limit to how much you can compress certain things. It's called the algorithmic complexity of the thing. Some things are just complicated. Some things are just large and hairy which ever way you turn them, whichever basis you construct. This is why we are spinning our wheels, why the next big architectural technique never lives up to the hype. There comes a point where the complexity of the thing you are trying to construct exceeds the capacity of any network of human beings to construct. I think there is a way to go with tooling, freeing people from the overhead of mundane work, which fractures people thinking time and reduces the complexity of the things that they can hold in their head at any one point in time. But the fundamental limit remains. I think ML is going to be the next big tool set. It will allow us to add layers of perception over the code and allow us to perceive the code and problems in different ways, freeing us to think at a higher level. But the fundamental limit remains. What we need is the ability to not just apply the human mind, with it's 20watts of power, but to open up a multi megawatt power station on the problems. We need genuine AI and I think this should be our main focus, not pissing around with little problems around the edge, not building the next phone app. Every other programmer and scientist in the entire fucking world should be working on AI.