Photo by John Harrison Imagine that every swan observed in a particular region is white, leading to the belief that “all swans are white.” This conclusion appears reliable until the unexpected discovery of a black swan, which disproves this assumption. This example demonstrates a fundamental principle of hypothesis testing: science is often less about proving…