Baron Opal II
Hero
Well, that's not quite true. It is true that they didn't know the why very well at all, but they discovered the what fairly solidly. This was done through painful repetition with some changes. Results were recorded, and with better results refinements were found. What I'm referring to here is mostly the production of pigments, ore refinement, alloy production, and common bulk chemicals for the time (acetic and sulfuric acids, ethanol, soda- and potash, &c.).Not really. Alchemy (and Astrology, since I mentioned it) is a qualitative model, not a quantitative one. And you cannot test what you cannot measure.
But, they lacked measurement or reproducibility. The language of full-blown alchemy is very complex and qualitative.
Basically, as soon as anyone came up with a way to actually test the theory, in a reproducible manner, the theory utterly failed.
Later, there was certainly a branch of alchemy that became more mystical and involved more philosophy, astrology, and the like.
I make no assertations on astrology.
Anyway...
I came across the "effective entropic force" today. That which "causes" objects to sort themselves into efficient packing order. If you pour (cubical) dice into a container and twist it, the dice will pack themselves using less space.