Proof-of-Humanity via Bitcoin Reserves: Anti-bot Trust Layer for AI Training
A use case proposal and strategic guide to Bitcoin reserve implementation
Problem
1) AI models depend on human feedback — but bots and spam users pollute the data.
2) Most platforms rely on weak identity checks or KYC, limiting scalability.
3) Fake accounts, click farms, and sybil attacks reduce trust in human input.

Solution
1) ReserveBTC verifies users through public Bitcoin wallets with real on-chain reserves.
2) This creates a strong filter against bots — only humans with 'skin in the game' can participate.
3) No usernames, no KYC — just cryptographic proof of ownership and balance.

Use Case
1) An AI company submits tasks (via API or CSV) to the ReserveBTC platform.
2) Verified BTC users complete tasks through a clean, customized interface.
3) Tasks include ranking, annotation, feedback, or UI testing — all done by real users with publicly auditable reserves.
4) We return responses in the required format (JSON, CSV, or via API), and automate BTC payouts via Lightning or on-chain.
5) Each partner gets a custom task interface, tailored to their workflow and goals.
Every partner gets a tailored setup. Contact us at reservebtcproof@gmail.com to build yours.

We don’t hold your funds — we only verify reserves