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Exploring Promising Opportunities in AI Research
This chapter explores the potential in uncertainty quantification and retrieval augmentation for researchers in the AI field. It highlights the importance of testing uncertainty quantification at scale and discusses the advancements and challenges in retrieval augmentation, including pre-training knowledge leakage prevention and prompt injection.