arxivcs.LGcs.AIcs.DCcs.MA2026-06-26
Towards Value-Constrained Credit Assignment in Fully Delegated AI Cooperatives
Young Yoon, Jimin Kim, Soyeon Park
We propose a framework for reward allocation in fully delegated AI cooperatives where humans are represented by agents that contribute data and participate in model updates under heterogeneous value constraints. The key idea is to credit only those updates that remain admissible…