LLMVerse

1. Executive Summary

LLMVerse is a decentralized GPU compute network powering the next generation of artificial intelligence. By connecting underutilized GPUs across the world, LLMVerse transforms idle computing power into valuable resources for training and running large language models (LLMs). Our mission is to make AI infrastructure scalable, accessible, and equitable through a distributed architecture built on Solana.

With the launch of Agent v1, users can now contribute their GPU's VRAM to our global network and earn $LLM tokens under a new paradigm: Proof of Useful Work (PoUW).

2. The Problem

The demand for LLM compute power is exploding, driven by AI labs, startups, and enterprises. However, traditional centralized providers like AWS or OpenAI operate at high cost, limited scalability, and offer zero transparency. Meanwhile, millions of powerful GPUs in homes and offices remain unused for most of the day.

This gap represents a massive untapped opportunity.

3. The Solution – LLMVerse

LLMVerse is a decentralized infrastructure layer for AI workloads. We connect distributed GPUs to power large-scale LLMs with greater efficiency and at lower cost than centralized solutions.

Agent v1 allows users to connect their GPUs to our compute pools.
Power Pools of Compute (PPCs) group resources and serve active AI contracts.
Dashboard tracks live earnings and GPU usage.
Monthly payouts (every 3rd) are issued in $LLM based on compute contribution.
95% of revenue goes to contributors, 5% to network growth.

4. Protocol: Proof of Useful Work (PoUW)

PoUW is the core of LLMVerse’s reward system. Unlike Proof of Work (mining for security) or Proof of Stake (capital lock), PoUW rewards real, productive compute cycles executed by contributors’ GPUs.

• GPU contributes compute to a PPC
• Smart contracts log cycles and usage
• Contributor is rewarded with $LLM tokens proportionally

5. Technical Architecture

   ┌──────────────┐                        ┌──────────────┐
   │   Client App │ ─────────────────────► │   Fee Pool   │
   │ (LLM Jobs)   │                        │ SmartContract│
   └──────────────┘                        └──────────────┘
    │                                       │
    ▼            Report compute             ▼
   ┌──────────────┐ ◄────────────────────┐ ┌──────────────┐
   │  PPC (Agent) │                      └─│ $LLM Rewards │
   └──────────────┘                        └──────────────┘

• PPCs (Power Pools of Compute) manage GPU jobs
• Smart contracts handle usage logs and rewards
• Solana blockchain ensures transparency, speed, and low cost

6. Tokenomics – $LLM on Solana

• Token Standard: SPL (Solana Program Library)
• Usage: Rewards, governance, staking (future)
• Distribution:
  • 95% to GPU contributors
  • 5% to treasury/growth
• No pre-mining or centralized supply
• Earned via PoUW jobs only

7. User Flow

• Install Agent v1
• Connect your wallet and select GPU
• Join a compute pool (PPC)
• Monitor cycles & rewards on dashboard
• Get paid in $LLM each month

8. Marketplace – Launching Q3 2025

LLMVerse will launch a decentralized GPU marketplace where:

• Users can buy or sell GPU compute
• Pay exclusively in $LLM
• View ratings, latency, and performance stats
• Developers can select compute nodes by spec

10. Governance

• Initial treasury managed by LLMVerse core team
• Multi-sig controlled
• DAO launch Q4 2025 with voting rights via staked $LLM

11. Appendix

• Smart contract interface overview
• Compute unit metrics and benchmarks
• Security model and fault tolerance