> How is anyone (as in not us, the tech nerds) supposed to reason about this?

People have more than enough brain power to reason about this. "There are several distributions, I recommend this one" is not exactly rocket science.

We really need to stop treating people like they have an IQ of 30 and only 5 minutes of free time per day, or we'll never defeat Google et al that purposefully maintain us in this belief.