EP18: Artificial Intelligence for Social Good: A Survey by Zheyuan Ryan Shi, Claire Wang and Fei Fang

Disclaimer: This podcast is completely AI generated by ⁠⁠⁠NoteBookLM⁠⁠⁠ 🤖 Summary During this episode we look into this article that surveys the rapidly expanding field of "AI for Social Good" (AI4SG), a research theme that focuses on applying AI techniques to address societal problems. It begins by discussing the lack of a universal definition for AI4SG and then proceeds to define the field through a comprehensive survey of over 1,000 AI4SG publications across eight major application domains, such as healthcare, agriculture, and public safety. The authors then identify five key technical challenges faced by AI4SG researchers, including working with limited data, dealing with privacy issues, and incorporating human users into the AI decision loop. Finally, the authors discuss the difficulties in deploying AI4SG projects and propose strategies for increasing the rate of successful deployments.

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