I used to think Narwhals were fictional animals. And people telling me they were real were just joking. It wasn't until HS that I was convinced they actually existed. My mental process was like "No way are there aqua unicorns."
Semi-political: I used to believe the correlation between economic freedom and economic growth was much stronger than it is. (I know there is no canonical choice of measurement for either variable). This realization had pretty important consequences for me.
My estimates of public opinion surveys were totally wrong. On almost every issue (sexuality, morality, politics, etc) I was completely wrong about the distribution of beliefs. Given my history of failure in this domain I no longer really on my own "intuitive" estimates of the distribution of group beliefs. Instead I seek explicit surveys.
What is something you used to believe, preferably something concrete with direct or implied predictions, that you now know was dead wrong. Was your belief rational given what you knew and could know back then, or was it irrational, and why?
Edit: I feel like some of these are getting a bit glib and political. Please try to explain what false assumptions or biases were underlying your beliefs - be introspective - this is LW after all.