2.1 Prime Mining Architecture

Prime Mining operates under the RSR system, enabling participants to connect their GPUs to the network, process AI tasks, and receive real-time rewards. It does more than share resources. It creates value from industrial-level computing that is fed back into the network.

2.1.1 System Overview

  • Participant Nodes (Clients): Individuals or organizations that join the network by connecting GPU hardware via the Prime Mining client.

  • Orchestrator Nodes: Entities that manage task distribution and verify results, interfacing directly with smart contracts to finalize payments.

  • Computation Consumers: AI API users, enterprises employing LLMs, and other service platforms that request compute power directly through the RSR network.

2.1.2 Operation Flow

  1. Node Registration – Users install the Prime Mining client and register their GPU device.

  2. Task Allocation – Orchestrators distribute incoming AI compute requests across participant nodes.

  3. Execution & Submission – Each node processes the assigned task and submits output hashes to the smart contract.

  4. Verification & Reward – Once computation is verified, rewards are issued to contributors based on performance.

2.1.3 Technical Highlights

  • Distributed Parallelization: Tasks are broken down into smaller units and processed simultaneously across nodes, significantly improving speed and efficiency.

  • Multi-GPU Optimization: Algorithms dynamically allocate workloads across GPUs to maximize performance and reward precision.

  • Real-time Node Monitoring: Node availability, accuracy, and stability are continuously tracked. Oracle services and digital signatures safeguard data integrity.

AI-Task-Aware Routing: Jobs are routed according to purpose (e.g., LLM inference, image generation, data prep), ensuring optimal node-task matching.

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