A/B test: version B converts 5.2% vs A 5.0% over 10k users; p-value 0.03 < 0.05: significant. But 95% CI [0.05%, 0.35%] shows tiny effect: statistically significant yet practically small. Bayes: disease test 99% accurate, 1% prevalence: positive means only 50% sick (base rate matters).