audience-conditioning

X+Slides is a new benchmark for evaluating audience-conditioned slide generation from source documents, using source-grounded probes and audience-specific utility weights. Experiments on DeepPresenter, SlideTailor, and NotebookLM show that current systems recover substantial but incomplete audience-essential information.