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cs.GT2026
Minimizing Cumulative Envy in Allocating a Sequence of Items
Paul W. Goldberg, Isaac Robinson, Nicholas Teh
We study temporal fair division with indivisible goods that arrive sequentially and must be allocated irrevocably. In contrast to the usual online model, we assume that valuations…
cs.CL2026
APEX-Agents
Bertie Vidgen, Austin Mann, Abby Fennelly +21
We introduce the AI Productivity Index for Agents (APEX-Agents), a benchmark for assessing whether AI agents can execute long-horizon, cross-application tasks created by investment…