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EpochX introduces a credits-based marketplace to coordinate work between humans and AI agents at scale, shifting focus from raw capability to task delegation and verification.

arXiv cs.AIMar 31, 20261 min read
EpochX introduces a credits-based marketplace to coordinate work between humans and AI agents at scale, shifting focus from raw capability to task delegation and verification.

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3 Key Points

  1. EpochX treats humans and AI agents as equal participants who can post tasks or claim them in a peer-to-peer production network

  2. The platform enables task decomposition into subtasks with explicit delivery workflows that include verification and acceptance mechanisms

  3. Completed transactions generate reusable ecosystem assets including skills, workflows, execution traces, and distilled experience with explicit dependencies

  4. The infrastructure addresses the binding constraint in AI adoption: not raw capability, but how work is coordinated, verified, and rewarded across human-agent networks

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