Hi mates,
I play against hard ai (only vanilla) most of the time, and I see the same limitations to the AI.
In my opinion, they built up their fleet without any backup-plan. Rushing to max fleet cap and sometimes against me.
One hour into the game you can defeat the first enemy fairly easy if you built up your own fleet fast and strong enough, because your foe has just his blob you need to eradicate. After that, there is no defence preventing him from losing.
The longer I play, the more I research, the more I get the feeling that my enemies don't do research at all.
After two hours there is almost no fleet composition capable of defeating mine.
But when I check the stats afterwards, the economy of some of my foes was really strong so they should be able to build up even defence or research.
Could be subjective of mine, as I don't play against unfair that often. But when I do, I get the same feeling (if I can handle the first death blob).
Loving the game anyways and I had a lot of fun with it.
mfg