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Introducing ASl Hub, Enabling Secure Decentralized FHE Randomness Infrastructure

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By SingularityNET Feb 19, 2025

Contents

    In decentralized AI (dAI) and blockchain systems, two fundamental challenges hinder their reliability and scalability: secure agent identification and verifiable randomness. AI agents require trust to ensure verifiable identity and trustworthiness in interactions. Meanwhile, randomness is essential for AI processes such as training, governance, and decision-making. However, traditional off-chain randomness is prone to manipulation, unverifiability, and data tampering risks, compromising the integrity of decentralized AI systems.

    To address these challenges, Mind Network and SingularityNET (founding member of the Artificial Superintelligence (ASI) Alliance) have formed a strategic partnership to introduce the ASI Hub—a decentralized infrastructure leveraging Fully Homomorphic Encryption (FHE) to secure the secure generation of AI agent identities and generate on-chain, verifiable randomness.

    ASI Hub: A Secure AI and Verifiable Randomness Solution

    The ASI Hub, jointly developed by SingularityNET and Mind Network, serves as a next-generation infrastructure for dAI, combining verifiable randomness generation to secure AI agent solutions. This innovation ensures trusted AI interactions, fair algorithmic processes, and provable privacy-preserving authentication across AI and blockchain ecosystems.

    Core Capabilities of the ASI Hub

    • Secure AI Services :
      • FHE provides cryptographically verifiable authentication for AI services while preserving privacy.
      • Enables trusted and privacy-first interactions in decentralized AI ecosystems.
    • Verifiable Randomness:
      • Mathematically provable and cryptographically secure random number generation.
      • On-chain transparency ensures full auditability, eliminating manipulation risks.
      • Resistant to collusion, centralization, and external influence, ensuring fairness and unbiased outcomes.

    The Role of ASI: Unifying Secure AI Trust & Randomness

    As part of the ASI (Artificial Superintelligence Alliance) consortium—comprising leading decentralized AI pioneers SingularityNET, Fetch.AI, Ocean Protocol, and CUDOS—Mind Network is integrating FHE-based generation and authentication with cryptographically secured randomness.

    This dual-layer approach protects AI services from impersonation, ensures tamper-proof decision-making, and enables privacy-first verifiable trustworthiness, addressing key security challenges in dAI networks.

    Use Cases in Decentralized AI

    The ASI Hub leverages Mind Network’s FHE capabilities and verifiable randomness capabilities to enhance decentralized AI applications in multiple critical areas:

    • Secure AI Agent Trust – AI agents establish verifiable, privacy-preserving identities with FHE, ensuring authenticity in decentralized interactions.
    • Randomized Model Initialization – Prevents parameter symmetry and enhances decentralized AI model training.
    • Data Sampling Security – Utilizes encrypted randomness for privacy-protected, unbiased data selection in AI training processes.
    • AI Agent Decision-Making – Injects provable randomness into AI-driven processes for fair and diverse algorithmic behaviors.
    • Reinforcement Learning – Introduces secure random exploration, avoiding local optima and enhancing learning efficiency.
    • Decentralized Governance – Enables fair validator selection, unbiased voting mechanisms, and tamper-resistant governance models.

    By integrating AI agent FHE-powered randomness, the ASI Hub provides a trustless, privacy-first infrastructure for decentralized AI ecosystems, ensuring security, fairness, and efficiency at every layer.

    Dr. Ben Goertzel, CEO of ASI and CEO of SingularityNET, stated:

    “Fully Homomorphic Encryption has the potential to serve as a core component of decentralized AI, guiding us toward a reality where privacy and innovation evolve hand in hand. By partnering with Mind Network and rolling out the ASI Hub, we’re taking another important step to explore how FHE can be woven into AI ecosystems to support synthetic intelligence to be free, secure, and mathematically brilliant.”

    Christian Pusateri, CEO of Mind Network, stated:

    “We are excited to partner with SingularityNET to introduce the ASI Hub, addressing two critical challenges in decentralized AI: secure agent identification and verifiable randomness. By leveraging Fully Homomorphic Encryption (FHE), we enable cryptographically verifiable AI agent identities while ensuring tamper-proof, on-chain randomness for AI training, governance, and decision-making. This collaboration marks a significant advancement in establishing a secure, transparent, and privacy-first decentralized AI ecosystem.”

    How to join the ASI Hub

    ASI Hub registration opens February 20th, 09:00 AM UTC.

    1. Vote on Partner Hubs: https://dapp.mindnetwork.xyz/votetoearn/voteonhubs  
    2. CitizenZ Passport holders and FET holders can instantly qualify as Voters.
    3. Select ASI Hub: Cap 1,000 voters
    4. Gas Fees: Your wallet will need to hold a small amount of ETH Arbitrum to cover network gas fees for FHE voting verification.

    If you don’t have the required node credentials, hold vFHE and delegate it to the Hub to participate indirectly and earn rewards.

    Pre-TGE Wave: AI Agent Assets and the vFHE Incentive Program

    Pre-TGE Wave is a series of activities organized by Mind Network. Earlier initiatives included the launch and registration of the AgentConnect Hub, which fostered the consensus of AI agents.

    As part of its forward-looking strategy for AI, Mind Network is now collaborating with SingularityNET to roll out the first AI Agent asset support program. Under this initiative, users holding FET tokens will be able to obtain claimable vFHE rewards.

    How to get vFHE?

    1. Hold Assets:
      Users simply need to hold the corresponding FET tokens. There is no need for locking or cross-chain operations, as the system will perform daily snapshots of user wallets.
    2. Connect Your Wallet:
      Visit dapp.mindnetwork.xyz to connect your wallet.
    3. Check Your Reward Amount:
      Real-time updates on the amount of vFHE available for exchange will be displayed on the platform.
    4. Exchange:
      Once you choose to exchange, the vFHE rewards will be sent directly to your wallet.
    5. Note on Decay:
      Unclaimed exchangeable assets will gradually decay each day, so it is important to redeem your rewards in a timely manner.

    Contract Address

    FET (Ethereum): 0xaea46A60368A7bD060eec7DF8CBa43b7EF41Ad85

    FET (BNB Chain): 0x031b41e504677879370e9dbcf937283a8691fa7f

    Final Statements

    By integrating AI solutions with FHE-powered randomness, the ASI Hub establishes a trustless, privacy-first infrastructure for decentralized AI ecosystems. This unified approach ensures security, fairness, and efficiency at every layer, paving the way for the future of decentralized AI. 

    SingularityNET’s collaboration with Mind Network marks a significant milestone in resolving traditional randomness challenges and advancing the adoption of secure, transparent, and community-driven AI solutions.


    About SingularityNET

    SingularityNET was founded by Dr. Ben Goertzel with the mission of creating a decentralised, democratic, inclusive and beneficial Artificial General Intelligence (AGI). According to Dr. Goertzel, AGI should be independent of any central entity, open to anyone and not restricted to the narrow goals of a single corporation or even a single country. The SingularityNET team includes seasoned engineers, scientists, researchers, entrepreneurs, and marketers. The core platform and AI teams are further complemented by specialised teams devoted to application areas such as finance, robotics, biomedical AI, media, arts and entertainment.

    For additional information on SingularityNET, visit: https://singularitynet.io/

    About Artificial Superintelligence Alliance

    The Artificial Super Intelligence (ASI) Alliance is a collective formed by Fetch.ai, SingularityNET (SNET), Ocean Protocol and CUDOS. As the largest open-sourced, independent entity in decentralized AI research and development, this alliance aims to accelerate the advancement of decentralized Artificial General Intelligence (AGI) and, ultimately, Artificial Superintelligence (ASI). 

    For additional information on ASI, visit: https://superintelligence.io

    About Mind Network

    Mind Network is pioneering FHE for a Fully Encrypted Web3. Innovating FHE to empower end-to-end encryption for the whole industry, starting with AI, modular chains, gaming, and DePIN. Mind Network offers unique solutions for data sovereignty protection, fair consensus, private voting, secured crosschain transfer, and trusted AI.

    Mind Network is backed by notable investors including Binance Labs, Cogitent, Hashkey, Animoca Brands, Chainlink, and has received two Ethereum Foundation Grants for its FHE research. Partnered with industrial leaders like Zama, Mind Network is building a fully encrypted infrastructure for the vision of ‘Encryption as Sovereignty.’

    For additional information on Mind Network, visit: https://www.mindnetwork.xyz/

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