Pell Network x PublicAI: Revolutionize Decentralized AI Data Validation

Pell Network |BTC Restaking
4 min read4 days ago

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Pell Network x PublicAI: Revolutionize Decentralized AI Data Validation,BTC Restaking

Pell Network, the first omnichain BTC restaking network, is excited to announce its partnership with PublicAI, a Web3 Train-AI-To-Earn platform that enables individuals to upgrade AI capabilities while earning rewards.

As part of this collaboration, PublicAI will join Pell Network’s Decentralized Validated Service (DVS) ecosystem. Pell’s registered node operators will provide decentralized AI data validation services, ensuring secure, efficient, and high-quality data processing. This partnership also grants PublicAI access to Pell’s pooled security, powered by Bitcoin restaking, further strengthening the platform’s resilience and reliability.

In addition, PublicAI can deploy to Pell’s DVS once and enjoy validation services across multiple blockchain ecosystems by leveraging Pell’s innovative Omnichain architecture. This partnership not only strengthens PublicAI’s operational efficiency and security but also highlights Pell Network’s role as a leading player in providing cryptoeconomic security backed by BTC for various decentralized services.

  • PublicAI: A Web3 Revolution in AI Data Ownership

PublicAI is at the forefront of the Web3 revolution, redefining AI training through user data ownership. The platform addresses the critical challenges in AI training data collection and validation by leveraging blockchain-based principles to ensure users are rewarded for their contributions.

Key Features:

  • Train-AI-To-Earn: Users can log in and immediately earn rewards by uploading and validating high-quality data, such as photos of dog noses, critical for AI dataset enhancement.
  • Reinforcement Learning from Human Feedback (RLHF): PublicAI integrates this advanced approach to refine AI models using global human feedback instead of simple data ingestion. This approach not only enhances model accuracy but also aligns AI behaviors with human values and expectations.
  • Byzantine Fault Tolerance (BFT) Data Consensus Algorithm: PublicAI uses a dynamic BFT voting mechanism, guided by AI, to adjust validator numbers and thresholds based on data complexity. Validators and contributors earn tokens upon consensus, ensuring engagement. The BFT algorithm enhances validation accuracy and resilience against malicious attacks.

Core Vision:

PublicAI embodies the core principle of “User-Generated, AI-Learned, Benefits User.” By linking blockchain identities with social media profiles, PublicAI allows users to contribute their data for AI training, receiving token incentives in return. This approach democratizes AI development while promoting equitable distribution of benefits. Build a more enhanced, equitable future for AI at PublicAI.io.

  • Pell Network: The First Omnichain BTC Restaking Network

Pell Network is the first omnichain BTC restaking network designed to extend Bitcoin’s security capabilities to Decentralized Validated Services (DVSs). By enabling restaking, Pell provides an open marketplace where staked BTC and Liquid Staking Tokens (LSTs) are utilized to enhance the security of various decentralized applications.

Key Innovations:

  • Pooled Security Framework: Restaked BTC offers cryptoeconomic security to multiple DVSs simultaneously, reducing capital inefficiencies.
  • Trust Marketplace: Facilitates seamless interactions between restakers, operators, and DVSs, ensuring optimal security allocation and rewards.
  • Omnichain Compatibility: Developers deploy DVSs on Pell once and access multichain validation services, streamlining scalability and interoperability.

Pell’s architecture leverages Bitcoin’s robust economic security to address fragmented cryptoeconomic security and costly security model buildings, making it an ideal platform for decentralized services like PublicAI.

  • The Value of This Partnership

The integration of PublicAI with Pell Network marks a pivotal moment for both platforms. By joining Pell’s DVS ecosystem, PublicAI ensures its AI training framework benefits from unparalleled security and scalability.

Key Benefits:

  • Enhanced Security: PublicAI’s validation services are protected by Pell’s pooled security framework, powered by restaked BTC. Therefore, ensures that its AI datasets are validated securely and efficiently. This allows AI models to be trained on high-quality, verified data while maintaining integrity and transparency.
  • Scalable Deployment: Through Pell’s omnichain architecture, PublicAI can deploy once and access validation services across multiple chains.
  • Reduced Development Costs: The shared security model minimizes operational costs of building independent data validation system on other chains for PublicAI, allowing it to focus on refining its AI training methodologies.

How Pell’s DVS Boosts AI Development:

  • Improved Model Accuracy: By validating data with a decentralized and BTC-secured approach, AI models trained on AI platform such as PublicAI achieve higher accuracy and reliability.
  • Enhanced Trust in AI Outputs: The decentralized nature of Pell’s DVS ensures the validation process’s transparency and fairness, fostering the mission of decentralizing the data ownership.
  • Cost Efficiency: Decentralized AI projects benefit from Pell’s pooled security model, significantly reducing the cost of deploying and maintaining secure validation systems.

This partnership sets a precedent for future collaborations between BTC restaking sector and AI platforms. By aligning decentralized validation with AI training, Pell Network and PublicAI are pioneering a new era of secure and equitable AI development, and unlocking the potential of BTC.

  • Future Outlook

This collaboration between Pell Network and PublicAI not only addresses the critical challenges of AI data validation but also sets a new precedent for decentralized applications. As PublicAI continues to innovate in the Web3 AI ecosystem and Pell expands its DVS network, this synergy will drive advancements in both BTCFi and AI-powered Web3 applications.

By combining AI data ownership and omnichain BTC restaking, this partnership represents a significant leap toward a decentralized, equitable, and efficient future.

About Pell :

Pell: The First & Omnichain BTC Restaking Network, extending BTCFi into the cryptoeconomic security domain and fully unlocking Bitcoin’s potential.

Your support is greatly appreciated 💙

Learn more about Pell Network:https://pell.network/

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Pell Network |BTC Restaking
Pell Network |BTC Restaking

Written by Pell Network |BTC Restaking

Pell: The First & Omnichain BTC Restaking Network, extending BTCFi into the cryptoeconomic security domain and fully unlocking Bitcoin's potential.

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