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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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技术栈

Python
Web3
Bittensor
EasyOCR
Pydantic
Streamlit

描述

## 🏛️ LatAm Truth Oracle

The Bloomberg Terminal for Latin America’s Real Economy.

### 🔴 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.

### 🟢 Our Solution

We’ve 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.

### ⚙️ 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.

### 🚀 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.

本次黑客松进展

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

融资状态

"Bootstrapped / Seeking Round II Grant."

队长
LLucas Jim Cifuentes Buigley
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