If you're interested in winning a debate, a naive "burden of proof" analysis works. But if you're interested in aligning your beliefs with the truth, you should

If you're interested in winning a debate, a naive "burden of proof" analysis works. But if you're interested in aligning your beliefs with the truth, you should be using Bayesian reasoning. (Not to sound too much like Eliezer Y here.)