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cs.AI2026
Ream: Unfolding Mutual Awareness in Human-Agent Workspaces
Peiling Jiang, Sangho Suh, Varsha Kishore +6
As AI agents work alongside humans in shared workspaces, a mutual awareness challenge arises: agents act at speeds that outpace human monitoring, and users' evolving interests are…
cs.LG2026
STAMP: Predicting Out-of-Distribution Generalization without Target Data
Md Kawsher Mahbub, Milon Biswas
Predicting whether a trained model will generalize under distribution shift remains difficult, especially when target-domain data are unavailable. We introduce STAMP (Semantic Temp…