Vijoy Pandey explores the critical gap in multi-agent AI: while agents can be connected and individually correct, they fail to coordinate effectively. He introduces the 'Internet of Cognition,' a new infrastructure stack that adds protocols for grounding, shared memory, and task-based security, enabling agents to work together in human-agent teams. The ultimate vision is to achieve distributed collective intelligence that solves problems beyond the reach of any single model or human.
Summarized by Podsumo
Even with three AI agents that individually provide correct answers, they fail to align on a simple goal more than 84% of the time due to coordination failures.
The arc of agentic computing moves from isolated agents → islands → connected agents → coordinated agents. Coordination is the current unsolved challenge, requiring new protocols for grounding, negotiation, and shared reasoning.
Security for agents should be 'task-based access control' (TBAC), not static endpoint-based identity. This allows infrastructure to dynamically grant or revoke permissions based on the semantic intent of each agent communication.
Organizations are shifting to 'T3' teams (tiny teams with tokens): 1–5 humans augmented by multi-agent systems. This shrinks intra-team coordination but explodes inter-team coordination, which is being managed through a 'context layer' (Tome) and designated context leaders.
The ultimate goal is 'emergent shared intelligence' — capturing collective wisdom across all human-agent teams to solve problems no single individual can tackle.
"Agents today can connect together, they cannot think together because they cannot do simple tasks as grounding, resolution, coordination, negotiation."
— Vijoy Pandey
"The future is going to be multi-agent human teams that are going to solve really hard problems for humanity."
— Vijoy Pandey
"You don't have to choose between agent capability and trust. You can have it all."
— Vijoy Pandey