
Foundation Domains
37 posts








what ppl don’t understand is that cheating, in its rawest form, is just an exploit. & exploits exist because systems are imperfect. when people cheat, they’re not necessarily breaking rules, they’re revealing where the rules were already broken. it’s a stress test. it’s adversarial r&d. in school, if everyone’s cheating, maybe the system’s incentivizing memorization over understanding. cheating is an important feedback loop for society, for humanity… the real danger isn’t cheating. it’s pretending the system is just fine when it clearly isn’t. this is why software like this is insanely interesting. it reveals societal truths & helps us, paradoxically, be a better version of ourselves.


New randomized, controlled trial of students using GPT-4 as a tutor in Nigeria. 6 weeks of after-school AI tutoring = 2 years of typical learning gains, outperforming 80% of other educational interventions. And it helped all students, especially girls who were initially behind












