hats method

The HATS method (Hierarchy, Accuracy, Transparency, and Scope) is a framework used to evaluate and improve systems, processes, or models. It emphasizes organizing components hierarchically, assessing their accuracy, ensuring transparency in how decisions are made, and clearly defining the scope or limits of the system. Essentially, it helps identify strengths and weaknesses systematically, promoting better design, reliability, and comprehension of complex processes or models, especially in fields like AI. By focusing on these four aspects, the HATS method supports developing more effective, understandable, and responsible solutions.