I have heard that Chile’s police are unusual for Latin America in that they are considered honest and not corrupt.
You heard correctly. Offer a cop a bribe there and you will end up in jail.
Chile is a nice country. It is quite clean, the public utilities are stable and the violent crime rate used to be quite low. Your pocket might be picked but a mugging is rare.