Amyloid, a hallmark of Alzheimer’s disease, accumulates long before the onset of dementia, and can be detected in-vivo using PET imaging. Villeneuve et al. map the pattern of amyloid accumulation, and argue that the thresholds used to classify subjects as being amyloid-positive could be lowered without compromising specificity.