Cisco Outshift outlines 'Internet of Cognition' to solve AI agent coordination

The emerging Internet of Agents allows AI systems to interact across organizational boundaries with suppliers, customers, and partners. [1] However, merely connecting agents with basic infrastructure for identity and secure communication does not guarantee they can effectively work together. [1] A 2025 NAACL study created a benchmark to test LLM agent coordination, finding that agents struggled when success depended on coordination rather than just environmental information. [1] To address this, Cisco’s emerging-technology incubation group, Outshift, is exploring a new architectural layer it calls the Internet of Cognition. [1] This concept is intended to shift multi-agent systems from simply exchanging information to developing shared intent, context, and coordinated action. [1]

This development highlights the difference between basic interoperability and true collaborative intelligence in enterprise AI. Just as human teams need more than just communication tools like Slack or Zoom to perform well, AI agents require shared objectives to avoid talking past one another when operating across different organizations. If agents are optimizing for competing goals, simple data exchange will not produce a unified result. What the sources don't address: how the Internet of Cognition will mathematically reconcile competing objectives when agents represent organizations with fundamentally opposing financial interests.