Oratruth
A decentralized DePIN oracle on Bittensor that digitalizes real-world consumer prices in Latin America. Using a Commit-Reveal protocol and OCR-based Proof of Physical Truth (PoPT), it provides a manip
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Description
## đď¸ LatAm Truth Oracle
The Bloomberg Terminal for Latin Americaâs Real Economy.
### đ´ The Problem
Latin America faces a massive trust crisis in economic data. Official inflation stats are often manipulated, delayed, or blind to the informal markets where 50% of the population shops.
### đ˘ Our Solution
Weâve built a Bittensor subnet that incentivizes miners to verify physical prices on the ground.
- Proof of Physical Truth (PoPT): Miners must provide OCR-verified photos of prices alongside unique cryptographic challenge hashes.
- Commit-Reveal Protocol: Prevents front-running and data plagiarism between miners.
- Gaussian Consensus: Automatically slashes outliers and attackers, rewarding only truthful data.
### âď¸ Technical Innovation
1. Accuracy (60%): Statistical consensus using standard deviation filters.
2. Proof (30%): EasyOCR integration to validate physical presence.
3. Latency (10%): Rewarding high-speed data delivery.
### đ Roadmap
- Phase 1: Local simulation and architecture validation (Current).
- Phase 2: Testnet deployment with miners in AR, CL, and BR.
- Phase 3: API commercialization for Fintechs and Remittance platforms.
Progress During Hackathon
<p>Completed Round I: Full system architecture designed, Python neurons for Validator/Miner implemented, local simulation successful, and real-time monitoring dashboard functional. Ready for Testnet execution in Round II</p>
Tech Stack
Fundraising Status
<blockquote><p>"Bootstrapped / Seeking Round II Grant."</p></blockquote>