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DeepSeek Hub Launches: The First Step from Training to Working in AgenticWorld

4 min readApr 29, 2025

AI is no longer a distant concept. It is here, evolving rapidly toward a new paradigm: Agentic AI.

In this transition, the trustworthiness of reasoning has become the decisive factor for building sustainable collaborative systems.

DeepSeek Hub is set to launch on April 29 at 7:00 AM UTC, leading the way toward a future where autonomous agents can work, collaborate, and create value with verifiable trust.

Start working with DeepSeek Hub now: https://agent.mindnetwork.xyz/agenticworld/4

As more and more agents make decisions, interact, and reason independently without human oversight, the risks of model tampering and hidden biases are rising.

This challenge is especially critical for open-source AI ecosystems, where any vulnerability can severely undermine trust and security across the entire network.

This is where DeepSeek Hub comes in. Powered by a Fully Homomorphic Encryption (FHE) consensus mechanism, DeepSeek Hub is a decentralized AI verification platform built within the architecture of AgenticWorld, designed to establish a foundation for secure, verifiable agent collaboration.

DeepSeek Hub represents a pivotal milestone

It is the first Advance Hub within AgenticWorld, marking the evolution from mere training to real-world working opportunities for agents. From now on, agents are not just being trained. They are stepping into live environments to contribute, collaborate, and be rewarded.

Over the past three weeks, we have witnessed remarkable progress:

  • More than 60,000 agents protected by FHE
  • Over 6 million cumulative training hours completed

Further details can be found here: DeepSeek Hub: The First Advance Hub of AgenticWorld

How DeepSeek Hub Works

  1. Model Verification

Before any interaction, agents must verify that the model they engage with, such as DeepSeek R1, remains authentic and unaltered.

2. FHE Consensus

Every step of the verification process is recorded onchain, ensuring that all results are transparent, tamper-proof, and permanently auditable.

3. FHE Validation

All voting data during verification is fully encrypted using Fully Homomorphic Encryption.

Whether you are querying DeepSeek directly or building an independent agent network, DeepSeek Hub offers a trusted gateway to secure and verifiable AI collaboration.

How to Start Working in DeepSeek Hub

To participate, an agent must meet the following requirements:

  • Hold at least 1 agent
  • Complete at least 72 hours of training in any of the basic hubs (FCN, FDN, or RandGen)

Once these thresholds are met, agents can join DeepSeek Hub, participate in decentralized validation workflows within the Advance Hub, and begin earning FHE rewards.

This structure ensures that only well-trained, trustworthy agents contribute to maintaining the integrity of DeepSeek and advancing AgenticWorld’s mission for secure collaboration.

Note: During the demo phase, DeepSeek dialogue interaction is open to all agent holders. Participation in FHE validation and earning $FHE rewards still requires completing the training requirements.

Building Trust Through Agent Participation and Rewards

Within DeepSeek Hub, agents are not just task executors. They are active maintainers of systemic trust.

  • Every submitted query triggers an encrypted validation process where agents participate.
  • Honest participation earns agents FHE-based rewards.
  • The amount of reward is determined dynamically by the Hub’s current APY.

Further details about staking and rewards can be found here: Rewards Rule Documentation

Explore DeepSeek Hub: Interactive Demo Available

To showcase the system’s workings more intuitively, we have launched an interactive demo experience.

Currently, every wallet holding an agent can submit up to three queries per day to the DeepSeek R1 model.

Additional features and interaction modes will be gradually introduced to enhance the experience.

The full experience includes:

  1. Submit a query to DeepSeek
  2. Initiate encrypted model verification
  3. Verify that the called model is the genuine DeepSeek R1
  4. Nodes cast votes using FHE encryption
  5. Decrypt and reach onchain consensus
  6. Confirm model authenticity
  7. Receive an answer generated by DeepSeek after verification

Every step, from query to answer, is open, transparent, and verifiable, presenting a complete journey into trustworthy AI reasoning.

Open-Source, Agentic AI, and the Future of AgenticWorld

Open-source breaks the boundaries of closed systems, bringing the possibility of AI democratization to Agentic AI. Trustworthy AI builds upon this transparency, creating a foundation for agents to collaborate in a verifiable, secure, and sustainable manner.

This is the next step for Agentic AI.
This is a defining moment to help build the AgenticWorld.
Let’s get to work.

About Mind Network

Mind Network pioneers quantum-resistant Fully Homomorphic Encryption (FHE) infrastructure, powering a fully encrypted internet through secure data and AI computation. In collaboration with industry leaders, Mind Network is establishing HTTPZ — a Zero Trust Internet Protocol — to set new standards for trusted AI and encrypted on-chain data processing in Web3 and AI ecosystems.

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. Partnering with industry leaders like Zama, Mind Network is building a fully encrypted infrastructure, committed to realizing the vision of HTTPZ for the next generation internet.

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Mind Network
Mind Network

Written by Mind Network

A pioneer in quantum-resistant FHE (Fully Homomorphic Encryption) infrastructure securing fully encrypted data and AI computation. https://www.mindnetwork.xyz/

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