Semantic Consensus: Process-Aware Conflict Detection and Resolution for Enterprise Multi-Agent LLM Systems

This paper addresses high failure rates in enterprise multi-agent LLM systems, identifying Semantic Intent Divergence as a root cause. It proposes the Semantic Consensus Framework (SCF) to detect and resolve these inconsistencies, improving system reliability.