Ask HN: Game devs, what is the hardest part about designing an AI for your game?

I've been thinking a lot about different machine learning techniques applied to video game artificial intelligence. I'm wondering if any video game devs would like to share their experience about what parts of making a game AI are challenging, things that are difficult to get right, time consuming, or tedious.

Thanks!