Agentic Universe Realization

As intelligent agents exceed human capabilities in specialized domains, the foundational question becomes not “can they act,” but “how will they interact?” What infrastructure enables autonomous agents to collaborate, coordinate, and create economic value at scale.

This essay addresses two critical questions:

  1. Why will decentralized agentic paradigms define the future of economic coordination?

  2. What are the core challenges in engineering an infrastructure capable of supporting such a world?

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When RAG Fails: Why AI Needs a Better Memory