HumanOS

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)

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