đŠ FugaBridge: Camada de Incentivo Descentralizada para Bittensor "Empoderando Validadores do Bittensor com InteligĂȘncia Humana em Tempo Real atravĂ©s de Micro-Recompensas em L2."
FugaBridge is a cross-chain infrastructure connecting Bittensor Subnets with Arbitrum L2 to enable real-time human-in-the-loop RLHF. Using an autonomous AI agent (FugaClaw), it orchestrates evaluation quests via messaging and triggers instant on-chain micro-rewards for miners. It establishes a verifiable, incentivized human intelligence layer, bridging the gap between decentralized AI models and high-fidelity human feedback.
<h3><strong>Progress During Hackathon (Resumo do Progresso)</strong></h3><p><strong>1. Infrastructure & Smart Contracts:</strong></p><ul><li><p>Designed and deployed the <code data-inline="true" spellcheck="false">ArbitrumBridgeHandler</code> smart contract on Arbitrum Sepolia to enable efficient micro-reward distribution for Bittensor miners.</p></li><li><p>Successfully mapped Bittensor Coldkeys to L2 Wallets for precise reward attribution.</p></li></ul><p><strong>2. AI Agent Orchestration (FugaClaw):</strong></p><ul><li><p>Developed a specialized <strong>RLHF Skill</strong> for the FugaClaw agent (OpenClaw framework), enabling autonomous delivery of evaluation quests via real-time messaging (WhatsApp).</p></li><li><p>Implemented a local Bridge API server (Node.js/Express) to handle the secure communication between the AI agent and the blockchain.</p></li></ul><p><strong>3. Professional Validator Interface:</strong></p><ul><li><p>Built a custom, dark-mode <strong>Validator Dashboard</strong> from scratch using HTML5, CSS3, and JavaScript, featuring real-time ranking charts and live transaction tracking.</p></li><li><p>Integrated a secondary <strong>"Research & Vision"</strong> layer showcasing the long-term protocol roadmap (PoHC & ZK-Privacy).</p></li></ul><p><strong>4. Interactive Presentation Tech:</strong></p><ul><li><p>Developed a cinematic <strong>Technical Pitch WebApp</strong> (</p><img src="vscode-file://vscode-app/c:/Users/janio/AppData/Local/Programs/Antigravity/resources/app/extensions/theme-symbols/src/icons/files/code-orange.svg"><p><span><strong>pitch.html</strong></span>) to demonstrate the project's features and technical depth in a dynamic, high-fidelity environment.</p></li></ul><p><strong>5. Testing & Validation:</strong></p><ul><li><p>Completed 15+ end-to-end test cycles (Testnet), verifying that human feedback correctly triggers the bridge contract and updates the dashboard in under 10 seconds.</p></li></ul>
<p><span style="color: rgb(204, 204, 204)">"The project is currently </span><strong>bootstrapped</strong><span style="color: rgb(204, 204, 204)"> and developed during the Bittensor Subnet Ideathon Round 2. We are currently </span><strong>seeking ecosystem grants</strong><span style="color: rgb(204, 204, 204)"> from Bittensor and Arbitrum to accelerate the transition from Testnet to Mainnet and to implement advanced features like Zero-Knowledge Proofs for RLHF privacy."</span></p>