Humans use bottom-up reinforcement learning, but nearly all LLMs use gradient descent. Not only are those completely different directions (bottom-up as in human

Humans use bottom-up reinforcement learning, but nearly all LLMs use gradient descent. Not only are those completely different directions (bottom-up as in humans versus top-down as in gradient descent) with completely different emergent behavior, but minimizing loss is not in the reward function of a human, even if schools like to think it makes for an effective education. (I'd argue it doesn't.)