On the Opportunities and Risks of Foundation Models

reasoning and vision sections

@Rishi Bommasani, @Drew A. Hudson, @Ehsan Adeli, @Russ Altman, @Simran Arora, @Sydney von Arx, @Michael S. Bernstein, @Jeannette Bohg, @Antoine Bosselut, @Emma Brunskill, @Erik Brynjolfsson, @Shyamal Buch, @Dallas Card, @Rodrigo Castellon, @Niladri Chatterji, @Annie Chen, @Kathleen Creel, @Jared Quincy Davis, @Dora Demszky, @Chris Donahue, @Moussa Doumbouya, @Esin Durmus, @Stefano Ermon, @John Etchemendy, @Kawin Ethayarajh, @Li Fei-Fei, @Chelsea Finn, @Trevor Gale, @Lauren Gillespie, @Karan Goel, @Noah Goodman, @Shelby Grossman, @Neel Guha, @Tatsunori Hashimoto, @Peter Henderson, @John Hewitt, @Daniel E. Ho, @Jenny Hong, @Kyle Hsu, @Jing Huang, @Thomas Icard, @Saahil Jain, @Dan Jurafsky, @Pratyusha Kalluri, @Siddharth Karamcheti, @Geoff Keeling, @Fereshte Khani, @Omar Khattab, @Pang Wei Koh, @Mark Krass, @Ranjay Krishna, @Rohith Kuditipudi, @Ananya Kumar, @Faisal Ladhak, @Mina Lee, @Tony Lee, @Jure Leskovec, @Isabelle Levent, @Xiang Lisa Li, @Xuechen Li, @Tengyu Ma, @Ali Malik, @Christopher D. Manning, @Suvir Mirchandani, @Eric Mitchell, @Zanele Munyikwa, @Suraj Nair, @Avanika Narayan, @Deepak Narayanan, @Ben Newman, @Allen Nie, @Juan Carlos Niebles, @Hamed Nilforoshan, @Julian Nyarko, @Giray Ogut, @Laurel Orr, @Isabel Papadimitriou, @Joon Sung Park, @Chris Piech, @Eva Portelance, @Christopher Potts, @Aditi Raghunathan, @Rob Reich, @Hongyu Ren, @Frieda Rong, @Yusuf Roohani, @Camilo Ruiz, @Jack Ryan, @Christopher Ré, @Dorsa Sadigh, @Shiori Sagawa, @Keshav Santhanam, @Andy Shih, @Krishnan Srinivasan, @Alex Tamkin, @Rohan Taori, @Armin W. Thomas, @Florian Tramèr, @Rose E. Wang, @William Wang , @Bohan Wu, @Jiajun Wu, @Yuhuai Wu, @Sang Michael Xie, @Michihiro Yasunaga, @Jiaxuan You, @Matei Zaharia, @Michael Zhang, @Tianyi Zhang, @Xikun Zhang, @Yuhui Zhang, @Lucia Zheng, @Kaitlyn Zhou, @Percy Liang; CRFM

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What are the next steps in teaching foundation models formal reasoning and using them?