Beyond Message Passing: Toward Semantically Aligned Agent Communication

Researchers analyzed 18 agent communication protocols for LLM systems, finding they excel at transport and structure but lack semantic understanding capabilities. The study reveals current protocols push semantic responsibilities into prompts and application logic, creating hidden interoperability costs and technical debt.