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The Next Frontier for AI: From Intelligent Agents to Intelligent Societies
- The next frontier for AI involves transitioning from intelligent agents to intelligent societies, requiring a new foundational layer for AI to work together at scale.
- A researcher proposes the Cognitive Orchestration Mesh (COM) as an 'Operating System for Thought' to manage cognition as a primary resource.
- COM aims to create a cooperative environment for agents to collaborate effectively, with a focus on shared goals and a formal compilation process for translating human goals into machine-readable format.
- An internal economy using Cognitive Compute Units (CCU) is introduced to ensure efficient resource allocation among agents.
- The architecture emphasizes stability, safety, and alignment through simple, robust control loops and tiered governance.
- COM does not replace existing agent frameworks but aims to empower them by providing a stable and economically sound substrate.
- The vision calls for a new discipline, Cognitive Systems Engineering, at the intersection of AI, distributed systems, economics, and control theory.
- The goal is to enable collaboration, trust, and scale to unlock a new generation of trustworthy AI applications.
- The article serves as a high-level summary of concepts outlined in the formal research paper, inviting readers to delve into the full technical details.
- For a deep dive into the architectural specifics and mathematical formalisms, the full research paper is available on Zenodo.
- The researcher invites readers to follow on Medium for future insights and developments in this field.
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