All RL algos are Bellman equation, which is used to solve dp, so it's not entirely true to say dp is used everywhere in AI. Also RLHF in practice barely uses pure DP, but rather approximate DP like value iteration. I think you meant "DP principle" instead of "DP".

Anyways, "dp is better for AI" doesnt inherently mean "AI can easily solve dp problem".