There will however be a gigantic gulf between kids who use AI to learn vs those who use AI to aid learning
Objective review of Alpha school in Austin:
Rather than 1 teacher for 30 students, 1 teacher can scale to 30 students to better address Bloom's 2 sigma problem, which discovered students in a 1:2 ratio with a tutor full time ended up in the 98% of students reliably.
LLMs are capable of delivering this outright, or providing serious inroads to it for those capable and willing to do the work beyond going through the motions.
https://en.wikipedia.org/wiki/Bloom's_2_sigma_problem (1984)
Bloom's paradox is well known and proven in education.
AI is the first thing that can positively personalize education and instruction and provide support to instructors.
The authors seem of limited technical literacy to know that you can just train and focus only on textbooks, instead of their explorations using general models and the pitfalls that they have. Not knowing this key difference affects some of the points being made.
The intersection of having a take on technology needs some semblance of digital and technical literacy involved in the paper to help acknowledge or navigate it, or it become a potential blind spot.
It takes legitimate concerns and ironically explores them in average ways, much like an llm returns average text for vague or incomplete questions.
everdrive•41m ago
beepbopboopp•30m ago
Is there a previous decade you'd prefer to return too for quality of life? Why?
hexbin010•18m ago