Infrastructure Standard Wars Heat Up as Agentic AI Hits a Reliability Wall

The rise of Agentic AI is driving a rush toward standardized protocols like MCP and AAIP to enable seamless agent interaction and tool integration. However, emerging research on LLM numerical instability and regulatory 'red-lining' suggests that builders must prioritize reliability and compliance to move beyond the experimental phase.