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Further, if a student can get a diploma without work, then the diploma does not have value anymore. If diplomas are no longer valuable, the signal they provide in the labor market will turn into noise.

If employers no longer look for the diploma-signal in an employee, what will be the reason an employer will hire an employee?

I think this story will become true, and society will radically shift into one where critical thinking skills will actually be the only skills employers look for in employees, since the grunt work can be automated.

What becomes the signal then? Will we shift back into apprenticeship based employment? How do potential laborers display their critical thinking skills apart from displaying them in person?






In a medieval guild, to be admitted as a master, an apprentice had to create a chef d'oevre, or masterpiece, so called for this reason.

In the computer engineering industry, you increasingly have to demonstrate the same: either as a part of your prior work for hire, or a side project, or a contribution to something open-source.

A diploma is still a useful signal, but not sufficient, except maybe for very junior positions straight from college. These are exactly the positions most under pressure by the automation.


Apprentices were supported, tho. We just chuck kids out in the cold with college debt and hope they survive with little reason to think they will.

I might be a good thing. Colleges have become complacent and too expensive. Costs of an education have been increasing while employment opportunities decreasing for some degree categories. People have been sounding alarms for a while and colleges have not been listening. The student loan market is booming.

Now if students can shortcut the education process, they can spend less time in it and this may force colleges to reinvent themselves and actually rethink what education looks like in the new era.


What becomes the signal then? Will we shift back into apprenticeship based employment? How do potential laborers display their critical thinking skills apart from displaying them in person?

This is already true to some extend. Not apprenticeship taking place of college, but the last couple of places I worked hiring generally happened based on: I already know this person from open source projects/working with them in a company/etc.

In certain companies, degrees were already unimportant even before LLMs because they generally do not provide a very good signal.


Honestly, a future where diplomas are just noise and employers stop caring about them and thus young people stop wasting years of their lives "learning" something they don't care about sounds like a huge improvement.

LLM cheaters might incidentally be doing society a service.


They will only learn what's needed to "get the job done" for whatever it means at that moment, and we could potentially see more erosion in technical abilities and work quality. You don't know what you don't know, and without learning things that you don't care about, you loose the chance to expand your knowledge outside of your comfort zone.

> They will only learn what's needed to "get the job done" for whatever it means at that moment

I graduated university around the turn of the century, long before the current AI boom started, and the majority of my classmates were like that. Learning the bare minimum to escape a class isn't new especially if you're only taking that class because you have to because every adult in your life drilled into you that you'll be a homeless failure if you don't go to college and get a degree. The LLMs make that easier, but the university, if the goal wasn't just to take your tuition dollars to enrich a vast administrator class instead of cover the costs of employing the professors teaching you, could offset that with more rigorous testing or oral exams at the end of the class.

The real lesson I learned during my time in university is that the two real edges that elite universities give you (as a student) are 1) social connections to the children of the rich and leaders in the field that you can mine for recommendations and 2) a "wow" factor on your resume. You can't really get the first at a state school or community college, and you definitely can't get the second at a state school or community college, despite learning similar if not the same material in a given field of study.

It hasn't been about (just) the learning for a long time.


I don't think diplomas have mattered for decades, at least in tech. Let's not pretend anything improved with the introduction of chatbots.

Annyway, any advantage is entirely offset by having to live in a world with LLMs. I'd prefer the tradition of having to educate retarded college graduates. At least they grow into retarded adults. What are we gonna do about chatbots? You can't even educate them, let alone pinocchio them.




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