The Cost of Conservation: Coordination-Memory Laws for Exact-Support Generation

Zhen Zhang, Amr Alanwar

Many AI systems make decisions locally, even when every realized output must obey an additive conservation law, such as selecting exactly a fixed number of items. This constraint c…