HumanOS

Problem Statement

HumanOS revolutionizes the $38B humanoid robotics industry by solving the critical training data bottleneck through tokenized human actions. The platform creates a decentralized marketplace where users upload POV videos of daily actions (opening bottles, using computers, etc.) and receive tradeable ERC20 tokens in return.Companies fund action-specific pools and purchase these tokens to access training videos for their robots. The innovative economics create a deflationary model—when companies burn tokens for data access, the remaining token supply decreases, increasing value for holders. This creates passive income for creators while providing robotics companies with 90% cost reduction ($48/hour → $1–5/video) and 1000x more diverse data than traditional motion capture.The platform features:Automated price discovery (Uniswap integration)AI-powered action classification (LLama Vision API)Quality assurance via staking (10 USDC per submission)Multi-network deployment (Flow EVM, Hedera, Zircuit testnets)Decentralized video storage (Walrus integration)

Solution

Smart Contract ArchitectureSolidity + Hardhat: Core protocol (HumanOS.sol) + ERC20 tokens (ActionToken.sol)OpenZeppelin: Reentrancy protection, access control, token standardsUniswap V2: AMM-based price discovery with factory/router patternMulti-network deployment: Hedera Testnet, Zircuit TestnetFrontend StackReact + TypeScript + Vite: Modern, type-safe web appTailwind CSS + Shadcn/ui: Responsive design systemWagmi + Privy: Wallet + social login integrationReact Router: Navigation for creators, companies, and adminAI & Data ProcessingLlama Vision API: 56–73% accuracy in action classificationWalrus: Decentralized, censorship-resistant video storage@xenova/transformers: Client-side video analysisKey InnovationsTokenized Data Ownership: Videos mint ERC20 tokens as data sharesDeflationary Economics: Token burning raises remaining valueOptimistic Submission: 24-hour challenge window with auto-approvalEconomic Security: USDC staking prevents spam submissionsNotable / Hacky AspectsCustom token minting tied to video verification (“data-to-token” pipeline)Real-time price discovery via Uniswap integrationCross-chain compatibility through multi-network deploymentMarket-driven game theory balancing robotics demand and data supply