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Axeroberts Manny things were found out without humans knowing about it... that's true. But that's part of discovery. Like when people were experimenting with microwaves for militairy purposes, and suddenly they found that chocolat around the microwave emitter started to melt. That's like something scientists didn't know about, didn't understand and found out by accident. Almost the same story can be told about the consequences of radioactivity, and what it actually does. Madame Curry that could show you your bone structure by performing X-rays, and later found out that the entire procedure isn't without dangers to her own health... that's something we found out.
Sometimes models that scientists build don't work, so they have to rationalise (not just make up) but really think through what could be missing... and then they have to state an "hypothesis" of something that "might be there" but they see it as a "non-proven theory" and they investigate if it works out... sometimes it does, sometimes it doesnt. An example of that is the "Hiks Boson"-particle which was missing in the model scientists were using.
But all these examples are either:
1. We find something by accident, and then we try to define it and research it by reason and logic and evidence based truths
2. We think something is there because our entire theory seems to work but it's missing a crucial part that we just can't seem to figure out, so we ivent a "parameter" that we don't consider to be "correct" but we try to investigate it further.
The side you seem to be defending here works totally diffrently.
They have no clue and in awe of the mighty things they perceive they make up "God" , not a small particle, but an actual all explenatory construct that is the basis of everything. And we don't research anny of it, we don't listen to reason, we don't do assume, we just believe it's there and everyone that says is not is just a rational idiot.