Every entry in this atlas rests on the classic decision-science literature, and incorporates replication work, debiasing training and noise research published after 2018.
General strategies with evidential support: one-off warnings do little, repetition and structure do the work.
Bias research is not settled textbook knowledge — dual-process theory, the Dunning–Kruger effect and the noise-versus-bias debate have all been substantially revised in recent years.