1) The document discusses a collaborative research project between the Uganda Revenue Authority (URA) and external researchers to analyze high-net-worth individuals (HNWIs) in Uganda and improve tax compliance among this group. 2) It finds there are many potential HNWIs in various economic sectors in Uganda who have high incomes but pay little in personal income taxes. These include individuals in finance, real estate, professional services, and public sector roles. 3) While Uganda has legal and administrative structures like anti-avoidance rules and a penalty regime to tax HNWIs, there are still weaknesses like low tax collection overall, a large informal sector, and political influences that enable non-compliance among elite taxpayers.