919 karma · joined January 9, 2023
Sounds like the Dunning-Kruger effect to me. "I can do this with LLMs, therefore any Sr. engineer can do this with LLMs"
That is true, but then again also with google. You could see why some people want to go back to the "read the book" era where you didn't have google to query anything and had to make the real questions.
These attempts to make educational short form content still suffer from the same drawbacks, so I wonder how effective they truly are.
[0] https://cyberpsychology.eu/article/view/33099
[1] https://www.tandfonline.com/doi/10.1080/09658211.2025.252107...
Just increasing compute power will increase the performance/training speed of these models, but you also need to increase the quality of the data that you are training these models on.
Maybe... the reason why these models show a high school level of understanding is because most of the data on the internet that these models have been trained on is of high school graduate quality.
Specially since all of the sudden, a bot service running hundreds of thousands of requests will suddenly and inadvertedly have to compute cryptographic hashes at the cost of the user running the bots?
one example that springs up to mind is in dutch cuisine. take for example the "kapsalon" which is a mix of surinamese, dutch, and middleastern dishes. this is a new dish created in 2003 but which enjoys of massive popularity; you cannot find a snackbar in the netherlands that does not prepare kapsalon.
right now, it might be a swing in the direction of sameism, but i assure you that eventually new dishes will arise.
however, i dont think it is a matter of offending people, but of boiling down our differences to the least common denominator. if you ask people around the world what the color of the sky should be, you cannot be surprised when they all answer "blue"
Nice that you were able to break the cycle.
Maybe the fact that it was such a big sacrifice is one of the reasons why some people tend not to value it, as it requires them to deeply change a lot of their cultural values. Maybe it is not that they don't value education, but they don't value the culture that formal education entails (white collar, college educated, city life culture). Speaking broadly here, of course. A quick and extreme example to me is the mandatory native american reeducation camps. These peoples were subjected to a complete change in culture in addition to education.
I think that in a perfect world, we could do a shift in education, and instead of molding the people to the culture necessary to succeed academically, we can mold education to fit the people.