GenLayer AI Proof 🛡️

An AI-powered subjective decision and fact-checking decentralized application (dApp) built on the GenLayer blockchain. This project demonstrates the power of Intelligent Contracts—smart contracts that can leverage Large Language Models (LLMs) to perform non-deterministic, subjective reasoning directly on-chain.

🌟 Overview

Traditional blockchains are limited to deterministic computation. GenLayer enables "Optimistic Democracy," where a network of AI-powered validators can reach consensus on subjective claims.

GenLayer AI Proof allows users to submit any factual or subjective claim. The network's AI validators then:

1. Analyze the claim independently.
2. Provide a verdict: TRUE, FALSE, or UNDETERMINED.
3. Give detailed reasoning for their decision.
4. Scale consensus via the Equivalence Principle to ensure security.

✨ Features

• Intelligent Verification: Submit claims to the blockchain for AI-backed consensus.
• Truth Ledger: A permanent, on-chain registry of verified claims and their analysis.
• Multi-Validator Consensus: Uses GenVM's run_nondet_unsafe for robust AI decision-making.
• Frosted Glass UI: A modern, glassmorphic interface built with React, Tailwind CSS, and Framer Motion.
• LLM Resilience: Handles non-deterministic LLM variance through intelligent result normalization.

🛠️ Tech Stack

• Blockchain: GenLayer (GenVM)
• Smart Contract: Python (GenVM execution environment)
• Frontend: React + TypeScript
• Styling: Tailwind CSS
• Animations: Framer Motion (motion/react)
• Icons: Lucide React
• Client Library: genlayer-js

📄 Project Structure

├── contracts/
│   └── FactChecker.py      # GenLayer Intelligent Contract (Python)
├── src/
│   ├── App.tsx             # Main React Application
│   ├── lib/
│   │   └── genlayer.ts     # GenLayer client configuration
├── metadata.json           # Applet metadata
└── README.md

🚀 Getting Started

Prerequisites

• Node.js installed.
• Access to GenLayer Studio or a local GenLayer node.

Installation

1. Install dependencies:

   npm install

2. Run the development server:

   npm run dev

Deployment

1. Deploy Contract:

   • Open GenLayer Studio.
   • Upload /contracts/FactChecker.py.
   • Deploy the contract to your preferred network (e.g., Studionet).
   • Copy the resulting Contract Address.

2. Configure App:

   • Open the app in your browser.
   • Paste the Contract Address into the input field in the header.
   • Set the RPC Endpoint (defaults to GenLayer Studionet).

🧠 Smart Contract Logic

The FactChecker contract uses the gl.nondet.exec_prompt method to call an LLM. It defines a validator_fn that ensures the majority of validators agree on the factual verdict (TRUE/FALSE) rather than the exact wording of the reasoning, allowing for the natural variance of AI models while preserving the integrity of the result.

📝 License

This project is licensed under the Apache-2.0 License.