Publication The Conversation We’re Not Having about AI in Peer Review Emerson Murphy-Hill, Christian Bird Onward! Essays | October 2026
Publication “Great! The Next Step Is…”: In Pursuit of Proactive Assistance with Multimodal Foundation Models Sean Andrist, Dan Bohus, Maia Stiber, Yuwei Bao, Tim J. Schoonbeek, Eric Horvitz Proceedings of the 28th International Conference On Multimodal Interaction October 2026 | Proceedings of the 28th International Conference On Multimodal Interaction edition
Publication CUAWright: A Minimal Unified Interface for Digital Agents Yadong Lu, Theodore Lee, Yifei Li, Lawrence Keunho Jang, Tianci Xue, Yu Su, Huan Sun, Ahmed Awadallah October 2026 arXiv | October 2026
Publication Metacognitive Scaffolds Create Productive Friction for AI-Assisted Knowledge Work Viktor Kewenig, Lev Tankelevitch, Sean Rintel, Advait Sarkar, Abigail Sellen October 2026 Preprint | October 2026 Project Project
Publication Translating With Feeling: Centering Translator Perspectives within Translation Technologies Daniel Chechelnitsky, Sireesh Gururaja, Seyi Olojo, Wesley Deng, Giuseppe Attanasio, Chrysoula Zerva, M. Sap 2026 Proceedings of the Ninth AAAI/ACM Conference on AI, Ethics, and Society (AIES-26) | October 2026
Publication StableAvatar: Ultra-Long Audio-Driven Avatar Video Generation Shuyuan Tu, Yueming Pan, Yinming Huang, Xintong Han, Zhen Xing, Qi Dai, Chong Luo, Zuxuan Wu, Yu-Gang Jiang NeurIPS 2026 | October 2026
Publication DeskForge: Dense Supervision from Desktop Environments for Computer-Use Agents A. Said Gurbuz, Ahmed S. Nassar, Sunghwan Hong, Marc Pollefeys, Peter W. J. Staar October 2026 arXiv | October 2026
Publication Predictive 4D Generation with Latent State Machines Yue Gao, Chen Geng, Hanzhe Hu, Fangyun Wei, Jianfeng Xiang, Jiaolong Yang, Jiajun Wu NeurIPS 2026 | October 2026
Publication Referential Uncertainty in Human-AI Collaboration Christian Poelitz, Finale Doshi-Velez, Siân Lindley October 2026
Publication The Invisible Mentor: Inferring User Actions from Screen Recordings to Recommend Better Workflows Litao Yan, Andrew Head, K. Milne, Vu Le, Sumit Gulwani, Chris Parnin, Emerson Murphy-Hill CHI 2026 | September 2026