Hello EVOLDIR members Last chance to join our 1-day seminar Causal AI for Real-World Data livestreaming January 19 with Meghann Gregg (Statistical Society of Canada). The Causal AI for Real-World Data seminar provides a practical toolkit for designing and defending causal analyses, which is highly relevant for understanding complex evolutionary dynamics. Participants will learn to construct Directed Acyclic Graphs (DAGs) and apply modern estimation strategies in R and Python, skills invaluable for identifying causal genetic variants or environmental drivers of phenotypic evolution. This expertise will enable researchers to strengthen their inferences regarding evolutionary mechanisms, genetic pathways, and the causal factors shaping biodiversity. Sign up today (https://instats.org/seminar/causal-ai-for-real-world-data) to secure your spot, and please share this opportunity with colleagues and students who might benefit! Best wishes Michael Zyphur Professor and Director Instats | instats.org mzyphur@instats.org