⚠️ Warning: This project is currently in conceptual phase and not yet implemented. We welcome contributions, ideas and collaboration to help bring this vision to life! If you're interested in getting involved, please feel free to open issues, submit PRs or reach out to discuss.
Atomic is a global distributed AGI platform leveraging Layer 2 blockchain technology, utility cryptocurrencies, and LLM inference to create a next-generation distributed computing network. Inspired by "SETI@home" but designed to enable collective superintelligence, Atomic brings together L2 smart contracts, LLM inference, and crypto stable coins to create a decentralized marketplace for cognitive tasks.
Atomic creates a decentralized marketplace for cognitive tasks through an RFP (Request for Proposal) broadcast system similar to programmatic advertising. The platform enables complex reasoning problems to be broken down, distributed across specialized nodes, solved collaboratively, and trustlessly validated through blockchain verification.
- Model Capacity Constraints: Overcome GPU limitations through distributed computation
- Latency Management: Achieve predictable performance through parallel processing and optimal routing
- Black Box Operations: Provide transparency in decision paths with blockchain verification
- Unpredictable Output: Ensure consistent results through validation and schema enforcement
- Cost Optimization: Balance performance needs with budget constraints through tokenized incentives
- Resilient Fallbacks: Seamlessly transition between models with automatic failover mechanisms
- L2 Smart Contract Infrastructure: Built on Arbitrum/Polygon for low-cost, high-throughput transactions
- Utility Token Economics: Incentivizes participation in RFP broadcasting, bidding, and task completion
- Cryptographic Verification: Ensures solution integrity through on-chain proofs
- Dynamic Task Allocation: Matches cognitive tasks with the most suitable reasoning nodes
- Distributed Problem Solving: Enables parallel processing of complex reasoning challenges
- Token-Based Incentive Mechanism: Rewards high-quality contributions while penalizing poor performance
- Type Safety and Structured Output: Ensure reliable, structured outputs with schema validation
- Full Observability: Understand exactly why each model was selected and how it performed
The system combines blockchain-based task distribution with AI orchestration:
- Client Interface: Applications interact with Atomic through the API layer
- Smart Contract Layer: Manages RFP broadcasting, bidding, and payment processing on L2 networks
- Bidding System: Core innovation where nodes compete for microtasks based on capabilities and cost
- Task Decomposer: Breaks complex requests into atomic microtasks
- Distributed Execution Network: Processes tasks across specialized reasoning nodes
- Validation System: Cryptographically verifies solution integrity
- Result Aggregation: Combines partial solutions into complete responses
- Token Economics: Incentivizes quality contributions and penalizes poor performance
- Define core architecture
- Research bidding strategies and crypto incentive models
- Prototype inference-time fine-tuning
- Implement L2 smart contracts for RFP bidding
- Develop utility token mechanics
- Create prototype distributed reasoning nodes
- Build trustless validation mechanisms
- Implement cryptographic proof systems
- Deploy testnet with token incentives
- Deploy on mainnet with security audits
- Develop economic model for sustainable growth
- Create developer tools and integration APIs
- Enable self-improving reasoning capabilities
- Implement advanced collective intelligence mechanisms
- Develop governance protocols for superintelligent systems
- Event-driven AI orchestration across a global network
- Dynamic routing based on real-time performance metrics
- Ad network style bidding on cognitive microtasks
- Distributed Web3 based reasoning and intelligence network
- Emergence of collective superintelligence
- Distributed scientific research
- Complex multi-agent problem solving
- Decentralized creative collaboration
- Collective decision making
- Market intelligence aggregation
- Automated research and development
- Solidity smart contracts on Layer 2 blockchains (Arbitrum/Polygon)
- Custom utility token for platform operations
- Distributed LLM inference nodes
- Cryptographic proof systems
- Result aggregation and validation frameworks
- Type-safe schema validation
Contributions are welcome! We're looking for collaborators in:
- Smart contract development (Solidity for Arbitrum/Polygon)
- AI orchestration and model integration
- Cryptoeconomic mechanism design
- Distributed systems architecture
- Type-safe schema validation
This project is licensed under the MIT License - see the LICENSE file for details.