2 papers
cs.AI2026
The Cost of a Hop: Benchmarking NLIP and A2A
Ranjan Sinha, Anindita Das, Ashika Anand Babu +1
Autonomous agents built on Large Language Models (LLMs) need standardized protocols to interoperate across systems. Several now exist (A2A, MCP, ACP, ANP, NLIP), but the Natural La…
cs.AI2026
The Natural Language Interaction Protocol and Standard for AI Agents
Luyi Xing, Rasit Onur Topaloglu, Ranjan Sinha +9
AI agents are increasingly being developed and deployed across organizations using heterogeneous agent-development frameworks, AI models, tool interfaces, protocols, and execution…