Research on ZK-Rollup extension solutions for TensorGrid, reducing the cost of
computation verification.
Ecological expansion layout
Preliminary research on the cooperation potential in the fields of decentralized
storage, cross-chain computation, and AI data market.
2025 Q2 - Mainnet architecture demo & early governance research
TensorGrid mainnet architecture analysis
The team researched smart contract feasibility and computation task execution.
Decentralized Task Scheduling Optimization
Design task execution strategy, improve the scalability of AI computing tasks.
Building a DAO Governance Framework
Community discusses decentralized governance structure, sets TGRID staking and proposal
mechanism.
Incentive Scheme for Computing Node Ecosystem
Optimize GPU incentives for a stable computing power supply.
2025 Q3 - Cross-chain AI computing & trusted execution exploration
Cross-chain AI Computation Framework Research
Exploring cross-chain AI execution with LayerZero & Cosmos IBC.
Trusted Execution Environment (TEE) Application Research
Analyze TEE + ZK integration for secure and private computation.
TensorGrid API Planning
Develop API standards and promote seamless access to TensorGrid computing capabilities
for AI developers.
Deepening Ecological Cooperation
Seeking Collaboration Methods with Decentralized Storage, Data Marketplace, and Web3 AI
Projects
2025 Q4 - AI Computing Market Optimization & Ecological Development Plan
Optimize the AI computation market, reducing task execution costs and increasing
throughput.
Research AI computing sustainable growth model, explore more flexible TGRID token
incentive methods.
Research TensorGrid V2 for next-gen decentralized AI computing.
Expand the Web3 & AI ecosystem, strengthening TensorGrid's core role in Web3 computing.
TensorGrid
Token Economy Model
Reward GPU suppliers
Payment Calculation Task
DAO Governance
Pledge earnings
Token Economy Design
Inflation mechanism
No additional issuance, partial destruction of network fees, ensuring a long-term
deflationary model.
Release Plan
Team and advisor tokens are gradually released, and community and GPU suppliers are
incentivized according to task volume to ensure a healthy development of the ecosystem.