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By Ziyi Liu (opens in new tab), Bahar Sarrafzadeh, Pei Zhou, Longqi Yang (opens in new tab), Ashish Sharma Imagine you are in a high-stakes group discussion, stuck in a circular argument with no consensus in sight. Now, imagine an AI agent sitting at that…
By Ben Finkelshtein (opens in new tab) (University of Oxford), Silviu Cucerzan, Sujay Kumar Jauhar, and Ryen W. White (Microsoft) Think about the last time you opened a shared document at work. Behind that simple action lies a complex network of relationships: the colleagues who edited the file…
By Taiwei Shi, Sihao Chen, Longqi Yang, Jaime Teevan Reinforcement Learning is at the core of building and improving frontier AI models and products. Yet most state-of-the-art RL methods learn primarily from outcomes: a scalar reward signal that says whether…
By Jaime Teevan, Chief Scientist & Technical Fellow In recent years we’ve all lived through the transition to cloud computing, a sudden shift to remote work, and now the rapid rise of AI. Each individually has felt like a seismic…