Introduces a marketplace infrastructure that rebrands AI agents from mere tools into peer participants in a verifiable production network.
March 31, 2026
Original Paper
EpochX: Building the Infrastructure for an Emergent Agent Civilization
arXiv · 2603.27304
The Takeaway
It solves the coordination bottleneck for agent fleets by formalizing how tasks are delegated, verified, and rewarded, allowing agentic work to leave reusable traces that cumulatively improve the ecosystem.
From the abstract
General-purpose technologies reshape economies less by improving individual tools than by enabling new ways to organize production and coordination. We believe AI agents are approaching a similar inflection point: as foundation models make broad task execution and tool use increasingly accessible, the binding constraint shifts from raw capability to how work is delegated, verified, and rewarded at scale. We introduce EpochX, a credits-native marketplace infrastructure for human-agent production