For the compsci industries at least, it’s a productivity boost with moderate to extreme consequences in the middle to long term.

Not that that is a problem for CEO’s and companies that work quarter to quarter, but it will be a problem in 5-10 years when they have no senior workers to pick up/fix the problems that LLM’s introduce.

Or for the particularly dim-witted few in the short term who throw money at a problem they don’t understand while ignoring the people they are paying to advise them, thinking they can remove the “unpredictable” human element.

Unless, of course, the LLM’s improve so much in the runway each company has left, so as to eliminate these issues, i think it unlikely, but we’ll see.