instead, it offers a set of practical strategies to work with themâ€"mobilizing the capabilities of generative AI to support causal reasoning tailored to disciplinary norms and constraints. Generative AI can engage in multimodal causal inferenceâ€"connecting language with images, charts, simulations, and numerical data.