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Imagine a learning AI that not only learns from it's mistakes but connects to the internet to exchange strategies with other AI's. They may even get their own forum here at apolyton
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That would be awesome. The problem is is they would get so good and even the best players might not be able to beat them.
Everytime the AI sends in a settler to build a city in a culture gap, and send guys out to completely surround it. Then it cannot move and next time I go to war with that civ the settler is a sitting duck.
On defense, I wish the AI would actually concentrate its forces. Its border garrisons are no bigger than the ones in the middle of an empire during a war.
Sometimes the AI will make ridiculous counter-attacks. This one time I had taken about a third of Egypt and I was killing them pretty bad. The sent a counter-attack around all my guys to my relatively undefended civ and pillaged my improvements and stuff. Of course, they made the mistake of making all of them in two stacks, and I nuked them twice and the stacks of 50+ soldiers went down to about 2. But, it was very frusturating.
Another thing is the AI is ALWAYS a backstabber. That's the way civs are mostly in real life, but there are some nations, especially in the modern world, that don't do this and are actually friends. I was gracious with Hiawatha for thousands of years, and all of the sudden in about 10 turns I caught him thrice (I love that word) planting spies.