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cs.MA2025
LOKA Protocol: A Decentralized Framework for Trustworthy and Ethical AI Agent Ecosystems
Rajesh Ranjan, Shailja Gupta, Surya Narayan Singh
The rise of autonomous AI agents, capable of perceiving, reasoning, and acting independently, signals a profound shift in how digital ecosystems operate, govern, and evolve. As the…
cs.MA2025
Fairness in Agentic AI: A Unified Framework for Ethical and Equitable Multi-Agent System
Rajesh Ranjan, Shailja Gupta, Surya Narayan Singh
Ensuring fairness in decentralized multi-agent systems presents significant challenges due to emergent biases, systemic inefficiencies, and conflicting agent incentives. This paper…