Ecosystem

Role
Key Needs
Value / Contribution to the Ecosystem

AI Developers / Individual Developers

Low‑friction access to multiple foundation models; elastic GPU resources for training and inference

Generate API and compute demand, driving SPT consumption and platform traffic

Enterprises & AI Teams

Large‑scale model training, cost‑controlled compute rentals, unified billing

Provide stable, high‑value orders that expand Hash Forest and the DePIN network

Algorithm / Model Providers

Rapidly wrap proprietary models into APIs and monetize usage

Enrich the platform’s model catalog, boosting application diversity and overall call volume

GPU Compute Node Providers

Connect idle or commercial GPUs to earn SPT mining rewards

Expand decentralized compute capacity, ensuring network elasticity and low latency

End‑Application Consumers (B2B / B2C)

Use AI applications powered by the platform (chatbots, generative content, analytics, etc.)

Create real business scenarios and cash flow, validating platform technology and commercial value

Web3 Investors & Governance Participants

Stake/hold SPT for yield and participate in governance voting

Supply liquidity and governance vitality, supporting long‑term ecosystem growth

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