This workshop is designed to introduce and showcase a range of tools, infrastructure, data sources and methodologies for research on automated decision-making and digital platforms from across ADM+S projects. Participants will learn about and explore major new infrastructure such as the Australian Internet Observatory’s data donation tools, as well as Large Language Models (LLMs), national survey instruments and datasets, and various small scale open source software and research methodologies.