Guys,
I believe this is a case of being an expert at framing the question. Science is truly based on a house of cards. Carl Sagan criticized most of the Greeks we idolize for the fact that they did mostly deductive reasoning, without the back up of inductive reasoning.
The purpose of science is to acknowledge that what is believed to be the best theories to explain how things work are built on a house of cards and to shake that house.
For most of the hard sciences, there are very few collapses of widely used principles, and I like to use the belief of phlogiston in the late 1700s as an example. People studied it for decades until Lavasier (spelling is wrong I know) offered an element called oxygen as an alternative that better explained what is going on. The phlogiston house of cards collapsed and a new house based on burning through oxidization was built. Geocentric round earth models are another example because they were pretty good at explaining what we see and the earliest attempts of building heliocentric models were not any better. As the houses were shaken the geocentric house collapsed.
So we can say that because all science is based on the belief that this is all just a bunch of theories we can believe whatever stupid thing we want to, or we can accept that what we currently believe might be changed in the future. But collapses in the hard science area are not very frequent in the last 100 years or so and we should probably just use the best models we have.
So if you want to be arrogant and say that you don't care about people living south of the equator, you can invent some wacky theory that can sort of explain what you see if you do not look closely. For example, it is just fluke that you get equal amounts of daylight and night in a year because of how the sun circles above where you are. If you acknowledge that this happens for everyone everywhere in the world, the flat earth model cannot be built on any house of cards that does not immediate collapse. So a better house of cards is either the geocentric or the heliocentric house. So much lack of progress in science (Newton and Liebniz for example) comes from not recognizing the foundations are houses of cards.
In the work world, people who believe stupid things (bridges stand up because of UA and you cannot calculate how to make them stronger) will not get hired for designing bridges. The people who believe that they can design a bridge based on current scientific theories gets the job. So we can believe in a flat earth because a better model might be wrong, but what is the point of that?