Personally I'm pretty excited for the future.

I feel like LLMs make reading papers way easier than what it is before. If I ever run into a roadblock, I can just keep digging and probing until it makes sense to me. If anything, the amount of work that needs to be done has been amplified because it makes learning new things that much easier.

The business culture at F50 companies is several decades behind tech. The business culture in middle america is even further behind. If these people can remain employed, I'm not sure why anyone in SV is worried. The nature of white collar work is that it changes over time and frankly I think getting attached to one job title is nonsensical.

Also, half of the battle with white collar work is information asymmetry. The effectiveness of the models with real systems in the field is limited by the amount of context that people are willing to provide. This problem existed before AI, if teams document literally everything, management could see this as an outsourcing opportunity. If management forces them to document stuff, why would they do a good job? Also, why the hell would management even try to do this in the first place if it by implication eliminates their job as well?

There's a social problem here: how do you get people to give high quality information if there is no incentive? How do you know that they're not telling you things or intentionally explaining something badly (as opposed to the AI just being "bad" at something)? Especially now that the billionaire class has done enough saber rattling over it and gotten everyone thoroughly freaked out for the next decade at least? (This is also a problem in high churn corporate cultures as well, the fear fucks up the signal to noise ratio)