1) Split testing helps find an average best solution that optimizes for most users, while personalization finds the best individualized solution. 2) Personalization is powerful but can suffer without split testing to optimize the overall user experience. 3) Personalization becomes too much when it gets creepy, a brand loses its identity, or resources cannot support extensive personalization. Balance is key.