HumanOS
Tokenizing human actions to provide universal basic income while powering the future of robotics
Demo
About
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)
How it's made
Smart Contract Architecture - Solidity + Hardhat: Core protocol (HumanOS.sol) + ERC20 tokens (ActionToken.sol) - OpenZeppelin: Reentrancy protection, access control, token standards - Uniswap V2: AMM-based price discovery with factory/router pattern - Multi-network deployment: Hedera Testnet, Zircuit Testnet Frontend Stack - React + TypeScript + Vite: Modern, type-safe web app - Tailwind CSS + Shadcn/ui: Responsive design system - Wagmi + Privy: Wallet + social login integration - React Router: Navigation for creators, companies, and admin AI & Data Processing - Llama Vision API: 56–73% accuracy in action classification - Walrus: Decentralized, censorship-resistant video storage - @xenova/transformers: Client-side video analysis Key Innovations - Tokenized Data Ownership: Videos mint ERC20 tokens as data shares - Deflationary Economics: Token burning raises remaining value - Optimistic Submission: 24-hour challenge window with auto-approval - Economic Security: USDC staking prevents spam submissions Notable / Hacky Aspects - Custom token minting tied to video verification (“data-to-token” pipeline) - Real-time price discovery via Uniswap integration - Cross-chain compatibility through multi-network deployment - Market-driven game theory balancing robotics demand and data supply