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Explore cutting-edge research in artificial intelligence and machine learning through this 11-minute video featuring poster spotlights from the Uncertainty in Artificial Intelligence (UAI) 2023 conference. Gain insights into nine innovative studies covering topics such as causal graph discovery, adversarial training, sparse graph regularization, generative flow networks, probabilistic forecasting, temporal point processes, crowd wisdom testing, composite system validation, and probabilistic logic. Access links to full papers for each presented research, allowing for deeper exploration of these advanced AI concepts and methodologies.