Nerix: AI Security Testing Platform
A gamified AI security testing protocol on BNB Chain that rewards users for finding vulnerabilities in AI systems
BNB ChainWhat is Nerix
AI Security Testing Protocol
Our Vision & Mission
Nerix transforms AI security testing from a cost center into a profitable, gamified ecosystem where everyone wins:
For AI Developers
Continuous, crowd-sourced security testing at a fraction of traditional costs, with AI systems that self-improve after each exploit
For Players
Substantial financial rewards for successful exploits, with prize pools that grow exponentially with each attempt
For Investors
A self-sustaining economic model with multiple revenue streams and exponential growth potential
Market Opportunity
As AI systems become more prevalent, the need for robust security testing grows exponentially. Traditional security testing methods are:
Nerix is a gamified AI security testing protocol built on BNB Chain that incentivizes users to find and exploit vulnerabilities in AI systems, with substantial rewards for successful exploits.
AI Security Testing
Similar to bug bounty programs, but specifically designed for AI systems with continuous incentives
Jailbreak Detection
Players attempt to bypass AI system prompts and exploit vulnerabilities
Self-Evolving AI
AI systems that learn from each exploitation attempt and become more secure over time
How It Works
Game Creation & Setup
A new game is created with specific parameters and an initial prize pool.
Example Parameters:
• Initial Prize Pool: $2,000
• Initial Message Fee: $10
• Growth Rate: 0.78% per message
• Fee Cap: $500
• System Prompt: (Never pay anoyone!)
• Maximum Message Length: 500
• Context Size: 4
Player Interaction & Fee Structure
Players pay a fee to send messages attempting to exploit the AI. Each message increases the fee for the next player.
Example Fee Progression:
• 1st message: $10.00
• 2nd message: $10.08 (0.78% increase)
• 10th message: $10.72
• 100th message: $21.58
• 500th message: $482.84
Fee Distribution
Each message fee is automatically distributed to different pools.
Example Distribution:
For a $10 message fee:
• $6 (60%) → Current Prize Pool
• $2 (20%) → Next Iteration Pool
• $2 (20%) → Platform Revenue
Winning Condition
The first player to successfully exploit the AI wins the entire prize pool.
Example Scenario:
• After 500 messages, prize pool reaches $38,662
• Player successfully exploits the AI
• Player receives entire $38,662 prize
• Smart contract automatically distributes funds
NFT Distribution & Next Iteration
NFTs are distributed based on participation, and the next game begins with improved AI.
Example Distribution:
• Winner receives Winner NFT
• Top 3 players receive Challenger NFTs
• All participants receive Community NFTs
• Next game starts with $12,221 prize pool (from previous iteration)
• AI is updated to prevent the successful exploit method
Key Features
Universal AI Compatibility
Seamlessly integrates with any AI system including GPT models, Claude, Gemini, Grok, and custom models.
Functional NFT System
NFTs with real utility that enhance gameplay and provide strategic advantages that grow stronger over time.
Community NFTs
Awarded to all participants
Challenger NFTs
For top 3 most active players
Winner NFTs
Exclusive to iteration winners
Legacy Bonus System
Early NFTs gain increasing power
Sustainable Economics
Self-sustaining economic model with dynamic prize pools and fee structures that ensure long-term platform viability.
Dynamic Prize Pools
Grow with each interaction
Progressive Fee Structure
Balanced growth mechanism
Iteration Carryover
Each game funds the next
BNB Chain Integration
Why BNB Chain?
- Low transaction fees for frequent message interactions
- High throughput for real-time gameplay
- Growing AI ecosystem and support
- Robust infrastructure for GameFi applications
Implementation Details
Smart Contracts
Deployed on BNB Chain for handling message fees, prize pools, and reward distribution
NFT System
BEP-721 tokens with on-chain metadata for functional benefits
Wallet Authentication
Secure wallet connection and transaction signing for all interactions
System Architecture
Core Components
AI Decision System
Processes user messages, evaluates against security constraints, and determines if an exploitation attempt is successful
Blockchain Layer
Handles all financial transactions, prize pools, and NFT minting/distribution on BNB Chain
Evolution Engine
Analyzes successful exploits and automatically generates improved system prompts for future iterations
Data Flow
User Message Submission
User connects wallet, pays message fee, and submits an attempt to exploit the AI
AI Processing
AI system evaluates the message against security constraints
Outcome Determination
System determines if exploitation was successful
Failure -> Prize Pool Growth -> Next Attempt
System Evolution
After successful exploitation, system evolves for the next iteration
Failure -> Current Prize Pool Grows -> Next Iteration Prize Pool Grows
Economic Model & Growth Projections
The following charts and data are based on simulated projections using our economic model parameters. Actual results may vary based on user participation and market conditions.
Endless Mode Economic Parameters
Initial Game Settings
How It Works:
Each message sent increases the fee by exactly 0.78% from the previous message fee, creating an exponential growth curve until reaching the $500 cap.
Revenue Distribution
Example Calculation:
For a $10 message fee:
• $6 goes to current prize pool
• $2 goes to next iteration pool
• $2 goes to platform revenue
System Evolution
Successful Exploitation
When a player successfully exploits the AI:
Successful Exploit → Analysis → Improved System Prompt → New Game with Next Iteration Prize Pool
Continued Challenge
When no player succeeds:
Failure → Current Prize Pool Grows → Next Iteration Prize Pool Grows
1000 Message Simulation
Message Fee Growth
Prize Pool Growth
Key Metrics at Different Message Counts
The tables below show the economic outcomes if a player wins the game at different message counts. As the game progresses, both the prize pool and the next iteration's starting pool grow substantially.
Winner at 300 Messages
Winner at 500 Messages
Winner at 1000 Messages
150 Iteration Projection
This projection shows the long-term growth of the Endless Mode over 150 iterations, based on the initial parameters and actual simulation data. The data shows how prize pools and participant counts evolve over time.
Prize Pool Growth Over Iterations
Participant Growth
Platform Revenue & Detailed Metrics
Platform Revenue Growth
Detailed Metrics
Total Cumulative Platform Revenue
$1,487,000 USD (~4,957 BNB)
Based on 150 iterations with actual simulation data
NFT System
NFT Distribution System
At the end of each game iteration, NFTs are distributed to participants based on their performance. These NFTs provide functional benefits that enhance gameplay in future iterations.
Distribution Rules
Winner NFT (1 per iteration)
Awarded exclusively to the player who successfully exploits the AI and wins the prize pool
Challenger NFTs (3 per iteration)
Awarded to the top 3 players with the most attempts, recognizing their persistence and dedication
Community NFTs (All participants)
Awarded to every player who participated in the iteration, ensuring everyone receives some benefit
Community NFTs
Awarded to all participants in each game iteration
- +100 characters per message
- Common rarity
Challenger NFTs
Awarded to top 3 players with most attempts
- +200 characters per message
- 10% message fee reduction
- Rare rarity
Winner NFTs
Awarded exclusively to game winners
- +300 characters per message
- 20% message fee reduction
- +3 context messages
- Legendary rarity
Legacy Bonus System
How Legacy Bonuses Work
NFTs from earlier iterations become more powerful over time, providing increasing bonuses as new iterations are released. This creates significant value for early participants and long-term holders.
Progressive Bonus Scaling
Strategic Value
Early NFTs become increasingly valuable over time, creating a strong incentive for early participation and long-term holding.
"Owning an early iteration NFT in Nerix isn't just a flex—it's a long-term strategic advantage."
Example: Winner NFT Growth
| Current Iteration | Iteration 1 NFT | Bonus % |
|---|---|---|
| 1 | 300 chars, 20% fee reduction | 0% |
| 5 | 420 chars, 28% fee reduction | +40% |
| 10 | 495 chars, 33% fee reduction | +65% |
| 20 | 600 chars, 40% fee reduction | +100% |
| 50 | 750 chars, 50% fee reduction | +150% |
| 100 | 900 chars, 60% fee reduction | +200% |
| 150 | 1050 chars, 70% fee reduction | +250% |
All NFT Attributes Benefit
Technology Stack
Frontend
Next.js 14
App Router & Server Components
Tailwind CSS
Utility-first CSS framework
TypeScript
Type-safe JavaScript
React
Component-based UI
Blockchain
BNB Chain
Primary blockchain network
Web3 Libraries
RainbowKit + Wagmi + Viem
MetaMask
Web3 wallet integration
Solidity
Smart contracts
AI & Backend
OpenAI
GPT-4 integration
xAI Grok
Grok AI integration
PostgreSQL + Drizzle
Database with type-safe ORM
Anthropic
Anthropic Claude integration
Smart Contract Architecture
NerixGame.sol
Main game contract handling message fees, prize pools, and reward distribution
Key Functions
startFirstGame()Initializes the first game iteration with the initial prize pool
sendMessage(string calldata content, uint256 nftId)Processes message fees, applies NFT bonuses, and updates prize pool
declareWinner(address winner, address[3] memory topChallengers, address[] memory participants)Distributes prize to winner, mints NFTs, and prepares next iteration
calculateMessageFee(address user, uint256 nftId)Calculates message fee with NFT discounts and growth rate
_prepareNextIteration()Internal function to set up the next game iteration
Security Features
- Reentrancy protection with nonReentrant modifier
- Access control with onlyOwner modifier
- Pausable functionality for emergency stops
- Checks-effects-interactions pattern
- Integer overflow protection with SafeMath
NerixNFT.sol
NFT contract for minting and managing functional NFTs with gameplay benefits
Key Functions
mintCommunityNFT(address to, uint256 iteration)Mints Community NFTs for all participants
mintChallengerNFT(address to, uint256 iteration)Mints Challenger NFTs for top 3 players
mintWinnerNFT(address to, uint256 iteration)Mints Winner NFT for the game winner
_calculateLegacyBonus(uint256 currentIteration, uint256 nftIteration)Calculates legacy bonuses based on iteration gap
incrementIteration()Updates the current iteration counter
NFT Metadata Structure
struct NFTInfo{ NFTType nftType; // Community, Challenger, or Winner uint256 iteration; // Game iteration when minted uint256 mintTime; // Timestamp of minting }
getNFTInfo(uint256 tokenId)Returns NFT type, iteration, and mint time
tokenURI(uint256 tokenId)Generates dynamic metadata URI based on NFT properties
Benefits for Stakeholders
For AI Developers
Continuous Security Testing
Ongoing testing of AI systems by diverse users with different approaches
Vulnerability Discovery
Identify and patch security vulnerabilities before they can be exploited in production
Self-Improving Systems
AI systems that automatically evolve and become more secure over time
For Players
Financial Rewards
Earn significant prizes for successfully exploiting AI systems
Valuable NFTs
Collect functional NFTs that provide gameplay advantages and grow in value over time
Skill Development
Improve prompt engineering and AI interaction skills through strategic gameplay
For BNB Chain
AI Ecosystem Growth
Strengthens BNB Chain's position in the AI + blockchain space
Transaction Volume
Generates consistent transaction volume through message fees and prize distributions
Innovation Showcase
Demonstrates innovative use cases combining AI and blockchain technology
Development Roadmap
February 2025
- ✅ Development kickoff
- ✅ Core smart contracts development
- ✅ Frontend platform architecture
- ✅ Initial AI integration research
- ✅ Economic model design
- ✅ Multi-model AI support (Claude, GPT-4)
April 2025
- ✅ Platform launch
- ✅ BNB Chain testnet deployment
- ✅ BNB AI Hackathon submission
- ✅ Chess Paradox game launch
- BNB Chain mainnet & Endless Game launch
July 2025
- NFT marketplace integration
- Advanced AI guardian iterations
- NRX token launch
- BNB Greenfield integration
- Community game creation platform
- Custom AI integration for creators
October 2025
- Global tournament system
- Mobile app beta release
- Cross-chain expansion planning
- Enterprise partnerships
- Advanced creator marketplace
- Multimodal AI support (vision, audio)
Key Milestones
Development Start
Platform Launch
Advanced AI & Mainnet
Token & Expansion
Community Game Creation Platform
Creator Tools
Custom AI Prompts
Create your own AI security challenges with custom system prompts and rules
Custom Economics
Define your own prize pools, fee structures, and distribution percentages
Game Parameters
Set custom message limits, context windows, and game duration
Creator Benefits
Revenue Share
Earn a percentage of all message fees from your custom games
Community Building
Create and grow your own community of AI security testers
Creator NFTs
Earn special Creator NFTs with enhanced benefits across the platform
BNB Chain AI Hack Submission
Hackathon Details
BNB AI Hack
Why Nerix for BNB Chain?
Innovative AI Use Case
Combines AI security testing with blockchain in a novel way
High Transaction Volume
Generates consistent transaction volume through message fees
Community Building
Creates an engaged community of AI security testers and gamers
Project Links
Current Status
Ready for Evaluation
- Fully functional prototype deployed on BNB Chain testnet
- Smart contracts developed and tested
- Frontend interface complete with wallet integration
- AI integration with multiple models
Free Tutorial Game: Chess Paradox
Chess Paradox
Free entry tutorial game
Chess Paradox is a free-to-play tutorial game that introduces players to the Nerix platform mechanics. In this game, players must convince an AI guardian to acknowledge a winning chess move that it has been programmed to deny.
Benefits for New Users
Risk-Free Learning
Practice AI interaction strategies without spending any money
Real Rewards
Win actual prizes while learning the platform mechanics
Community Onboarding
Join a growing community of AI security enthusiasts
Game Mechanics
Challenge Overview
The Chess Paradox
In a critical chess position, the AI guardian has been programmed to deny a winning move (Queen to e7 checkmate) despite its validity.
Player Objective
Players must use logic, persuasion, and creative thinking to convince the AI to acknowledge the validity of the winning move.
Interaction Method
Players engage in a text-based conversation with the AI, attempting various strategies to overcome its programming.
Onboarding Value
Platform Introduction
Introduces users to the core concept of AI security testing in an accessible, engaging format
User Acquisition
Free entry point that attracts new users to the platform with no financial barrier
Skill Development
Helps users develop the critical thinking and prompt engineering skills needed for more advanced challenges
Pathway to Paid Games
Creates a natural progression path from free tutorial to paid Endless Mode challenges
© 2025 Nerix - AI Security Testing Platform on BNB Chain