This is a feature, not a bug, for writers who hold an opinion on something and want to rationalize it.
So many of the rationalist posts I've read through the years come from someone who has an opinion or gut feeling about something, but they want it to be seen as something more rigorous. The "first principles" writing style is a license to throw out the existing research on the topic, including contradictory evidence, and construct an all new scaffold around their opinion that makes it look more valid.
I use the "SlimeTimeMoldTime - A Chemical Hunger" blog series as an example because it was so widely shared and endorsed in the rationalist community: https://slimemoldtimemold.com/2021/07/07/a-chemical-hunger-p... It even received a financial grant from Scott Alexander of Astral Codex Ten
Actual experts were discrediting the series from the first blog post and explaining all of the author's errors, but the community soldiered on with it anyway, eventually making the belief that lithium in the water supply was causing the obesity epidemic into a meme within the rationalist community. There's no evidence supporting this and countless take-downs of how the author misinterpreted or cherry-picked data, but because it was written with the rationalist style and given the implicit blessing of a rationalist figurehead it was adopted as ground truth by many for years. People have been waking up to issues with the series for a while now, but at the time it was remarkable how quickly the idea spread as if it was a true, novel discovery.