Refactoring Weapons

Right now I am building a patch-like mod that rebalances the weapon and defense types and techs, among other things. Does anone know how the AI decides which weapon/defense branch to research (and actually put on ships)? In my games so far I'm not seeing any ships with beam weapons or defenses of any kind.

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