So they studied change in "headcount" (full-time, part-time?), but what are these heads doing? A more interesting metric to study would be changes in wages for a normalized position (e.g. 40h/week, 4w PTO/y). Then you could disentangle the different effects of actually hiring a highly paid worker or replacing a highly paid worker with two new assistants + an AI subscription for less total compensation. AI is just the latest stage of a long trend in automation. If you check the first chart in the recent article of the NY FED [1] you'll see that the labor share has been on a decline for decades, and the trend hints at an accelerating decline. In light of this larger trend, I wouldn't expect that the wages of the "increased headcount" according to ramp's article is growing or holding ground.
Yes, unfortunately that is exactly how most education systems are designed. A lot of it is also historical baggage (at least in the European school tradition), where states were faced with the issue of educating the masses, which required a lot of standardization and thus also grades. Although nowadays, educational science has long established the detrimental effects of grades, they are still very widespread. Grades are institutionalized nowadays; you have generations of students who excelled in this Skinner box and became teachers themselves, thus perpetuating the grade box.
Fortunately, there are a few alternatives, schools without grades, that don't focus on short-term recall but long-term understanding, intrinsic motivation, autonomy, and self-actualization, like the Ecole d'Humanité in the Swiss Alps: https://ecole.ch/
At least for me, it's not about the wiki link. I'm here for the comments, the stories, anecdotes, related deep Diving links and general chit chat.
If you view the link as "this is the control systems thread for today", all the upvoter make a lot more sense.
Bratwurst is still a German word. It doesn't become English just because it's used by native English speakers. If you start to tweak it a bit, it could become an English word. Like "fish" vs. "Fisch" in German. Or "good" vs. "gut" in German.
Adding taxes in a downturn obviously adds additional friction. One might ask, what happened to the tax revenue of that $370M transaction, where is it now when the city needs it.
These grants are for humans writing good old-fashioned free software.
If you're looking for someone sponsoring llm-tokens, then NLnet is not the right place.