If you imagine students take 4 classes per semester and faculty teach 4 per semester… it seems stunningly feasible.
"We think that regulatory intervention by governments will be critical to mitigate the risks of increasingly powerful models"
sama in 2024:
"using technology to create abundance--intelligence, energy, longevity, whatever--will not solve all problems and will not magically make everyone happy. but it is an unequivocally great thing to do, and expands our option space. to me, it feels like a moral imperative."
sama in 2025:
...proposals requiring AI developers to vet their systems before rolling them out would be 'disastrous' for the industry.
Nothing to see here.
These "some" are founders of AI companies and investors who put a lot of money into such companies. Of course, the statements that these people "excrete" serve an agenda ...
Maybe all this social stuff that AI would bring to focus—may prove a catalyser for radical change?
Unlikely, but one can dream!
https://www.npr.org/2025/01/08/nx-s1-5246200/demographic-cli...
PDF warning: https://www.cdc.gov/nchs/data/nvsr/nvsr73/nvsr73-02.pdf
Colleges will need to reduce class sizes, or close entirely, for the next decade at least. With smaller class sizes brings the opportunity for course instructors to provide more time per pupil so that things like in-person homework and project review is possible.
when we've just made personalized education viable for everybody. schools already have the computers, laptops, tablets and study spaces. only thing left is to put these AI education apps on them. classes could also just remain the same size. students will get personalized education through the app. students can still interact with the teacher when necessary or for class wide sessions with the teacher.
It's getting rid of cheap methods.
Scantrons and bluebooks were always a way that made it cheap for institutions to produce results. Now those methods kinda seem silly, right?
500 person freshman lectures seem kinda absurd now, right?
Teaching via adjuncts that had 3 days notice for the class and are paid nothing is kinda scammy, right?
R1s professors whose tenure evals have nothing to do with teaching is kinda wrong, right?
The Oxbridge model of 5-10 person classes with a proctor is what the education with AI is going to be about. It's small, intimate, and expensive.