2 papers
cs.CR2026
Infrastructure for Valuable, Tradable, and Verifiable Agent Memory
Mengyuan Li, Lei Gao, Haoxuan Xu +5
Every API token you spend is your accumulated wealth; once you can prove its value and the effort behind it, you can resell it. As autonomous agents repeatedly call models and tool…
cs.CR2025
Proof-of-Data: A Consensus Protocol for Collaborative Intelligence
Huiwen Liu, Feida Zhu, Ling Cheng
Existing research on federated learning has been focused on the setting where learning is coordinated by a centralized entity. Yet the greatest potential of future collaborative in…