A mantra to live by in Machine Learning is: "Shit in = Shit out". Well, the opposite is also true: "Awesome in = Awesome out", and the fact that they prove that 1K data samples carefully selected have almost the same impact as 59k, it's simply awesome: https://timkellogg.me/blog/2025/02/03/s1