Late joiner penalties in South Africas medical aid system are designed to encourage early enrolment by imposing additional costs on those who join after age 35 or let their coverage lapse. These penalties are calculated based on the individuals age and years without coverage, and they aim to maintain a balanced risk pool and control overall costs for the scheme.