Cluster Protocol x QuillAI Network: Advancing AI Security with Decentralized Compute
Mar 7, 2025
4 min Read

AI security in Web3 is more critical than ever. With the increasing complexity of blockchain-based applications, smart contract vulnerabilities, and the rise of malicious activities, security-focused AI models are a necessity. QuillAI Network🔗 is the trust and security layer for AI and Web3 powering QuillCheck (a due diligence AI Agent to detect scam tokens) and QuillShield (an auditing AI Agent to detect and autofix smart contract vulnerabilities) with its reinforcement learning framework allowing both agents to self-learn and improve their outputs consistently.
To push the boundaries of AI security, Cluster Protocol is partnering with QuillAI Network to provide scalable compute power, high-quality datasets, and decentralized AI hosting. This partnership will support the development, training, and deployment of AI agents like QuillShield and QuillCheck, enabling trustless and automated security enforcement across Web3.
Challenges in Web3 Security & AI Compute
Lack of Scalable Compute for AI Security Models
Training security-focused AI models requires high-performance GPU infrastructure, which is often expensive and centralized.
Fragmented & Low-Quality Datasets for AI Training
AI security models require real-time, blockchain-specific datasets to detect smart contract vulnerabilities and market risks effectively.
Limited Infrastructure for AI Deployment in Web3
Most AI models rely on centralized cloud providers, making them vulnerable to outages and censorship.
How Cluster Protocol & QuillAI Network Solve These Problems

Scalable AI Compute for Security Models
QuillAI can leverage Cluster's decentralized compute infrastructure to efficiently train, test, and deploy AI models like QuillShield and QuillCheck once they are ready for large-scale deployment.
Decentralized AI Hosting for Security Agents
QuillAI can host its AI-powered security agents on Cluster Protocol's infrastructure, allowing seamless execution and monetization in a decentralized environment.
High-Quality Datasets for AI Model Training
Cluster's decentralized dataset marketplace can provide QuillAI with real-time, blockchain-relevant datasets to enhance the accuracy and efficiency of their security models.
Tokenized Incentives for AI Agent Deployment
As QuillAI's models go live, both teams can also explore token-based incentives for AI agent hosting and security model usage.
Co-Marketing & Community Growth
This partnership will kick off with a strategic co-marketing campaign, including AMAs, X Spaces, and joint ecosystem initiatives to educate the Web3 community about the role of AI in blockchain security.
What This Partnership Delivers
For Developers & AI Builders
- Access to decentralized compute resources for AI model training.
- Real-time blockchain datasets for security AI development.
- Seamless hosting of AI security agents.
For Web3 & DeFi Users
- Stronger protection against exploits, scams, and contract vulnerabilities.
- AI-powered smart contract auditing & due diligence tools.
- Enhanced on-chain security & market intelligence.
For the AI & Blockchain Ecosystem
- A trustless & scalable AI security framework for Web3.
- Decentralized AI hosting for transparent security enforcement.
- Real-time security intelligence powered by blockchain data.
About QuillAI Network
QuillAI Network is the trust and security layer for AI and Web3. QuillAI Network secures AI Agents, Chains, Wallets, and dApps with it's hyper-intelligent SLM Network and evolves to mitigate advance threats with a verified Reinforcement Learning framework.
🔐 QuillAI has two AI agents for securing Web3:
✅ QuillCheck: QuillCheck🔗 is an AI Agent for detection of scam, rugpull and honeypot tokens that uses QuillAI's Reinforcement learning framework to continuously learn from user feedback from various environment sources.
Leveraging advanced machine learning algorithms and real-time data insights, QuillCheck is securing users by giving them complete diligence on their tokens.
✅ QuillShield: QuillShield🔗 is an innovative AI Agent for auditing smart contracts that uses QuillAI's Reinforcement learning framework to continuously learn from each contract it reviews.
Leveraging advanced machine learning algorithms and real-time data insights, QuillShield is redefining how developers approach smart contract security.
🔗 Explore QuillAI:
About Cluster Protocol
Cluster Protocol is the co-ordination layer for AI agents, a carnot engine fueling the AI economy making sure the AI developers are monetized for their AI models and users get an unified seamless experience to build that next AI app/ agent within a virtual disposable environment facilitating the creation of modular, self-evolving AI agents.
Cluster Protocol also supports decentralized datasets and collaborative model training environments, which reduce the barriers to AI development and democratize access to computational resources. We believe in the power of templatization to streamline AI development.
Cluster Protocol offers a wide range of pre-built AI templates, allowing users to quickly create and customize AI solutions for their specific needs. Our intuitive infrastructure empowers users to create AI-powered applications without requiring deep technical expertise.
Cluster Protocol provides the necessary infrastructure for creating intelligent agentic workflows that can autonomously perform actions based on predefined rules and real-time data. Additionally, individuals can leverage our platform to automate their daily tasks, saving time and effort.
🌐 Cluster Protocol’s Official Links:
