PublicAI: Building a Human-Centric AI Ecosystem

10/29/2025, 8:14:51 AM
PublicAI is a decentralized platform centered on human expertise and judgment, aimed at establishing a human layer for AI, allowing people to become key participants and beneficiaries in the AI ecosystem. It achieves data collection, node operation, and AI interaction through a three-layer architecture, and ensures the transparency of data contribution and reward distribution through blockchain technology.

Core Philosophy and Objectives

PublicAI is a decentralized platform dedicated to establishing a human layer of AI, with the core concept of enabling people to not only passively accept the influence of AI but to become important participants and beneficiaries of the AI ecosystem. PublicAI’s goal is to allow people all over the world to participate in the AI economy through their own knowledge and expertise, and to transform their skills into value through the platform, regardless of their location.

Three-tier architecture design

The architectural design of PublicAI includes three tiers, each with its own unique functions and objectives.

Layer 1: DataHub — Decentralized Data Hub
DataHub is the main platform for data collection and verification of PublicAI, responsible for gathering and ensuring the quality of AI training data. It initiates various data activities, inviting uploaders to provide datasets according to the needs of the activities, and through a voting verification mechanism, voters check whether the data meets the requirements, forming a community consensus to ensure data quality. High-quality data uploaders and verification voters can earn USDT and $PUBLIC airdrop points, and receive rewards based on the degree of alignment with the consensus. The goal of this layer is to collect diverse, real, and high-quality AI training data globally, avoiding the biases and limitations caused by single-source data.

Layer Two: Data Hunter — A Bridge for Node Interaction with AI
Data Hunter focuses on node operation and AI interaction, allowing node operators to provide computing power and data processing capabilities for AI. Node operators expand their functionality to run AI agents through Data Hunter, assisting DataHub in improving data validation efficiency. Nodes can also use the AI Reply feature to provide AI-driven responses to popular posts on X (formerly Twitter) that have over 1,000 views, generating high-value AI feedback data. Node operators can earn $PUBLIC airdrop points by providing computing power and participating in AI community interactions. The significance of this layer is to enable the community to not only passively contribute data but to form a continuous ecological cycle through real-time interaction between nodes and AI.

Layer Three: Blockchain and Smart Contracts — The Cornerstone of Trust and Transparency
PublicAI is driven by blockchain at its core, ensuring the security, transparency, and traceability of data contributions and reward distribution. It employs a BFT consensus algorithm to verify data quality through decentralized voting, preventing malicious behavior. The platform also has incentive and penalty mechanisms to reward quality contributors and automatically penalize disruptors. Governance features allow the community to participate in protocol development decisions, influencing the platform’s market choices and rule settings. This layer ensures the transparent operation of the entire ecosystem and maintains trust through immutable records.

The value and opportunities at the human level

PublicAI is not just about collecting training data; it emphasizes human involvement during the AI reasoning phase. When AI makes real-world decisions, humans instantly review, guide, and correct the results. This model allows the workforce replaced by AI to shift to higher-value roles, transforming from mere task execution to being quality assurance providers and decision assistants for AI, creating entirely new professions and income models for humans in the AI era.

Token Economics and Distribution

$PUBLIC is the native functional token of the PublicAI ecosystem, with a total supply of 1 billion tokens. It plays a core role in governance, incentives, staking, and access to functions across the platform. Its token economic design emphasizes a revenue-driven issuance model, supported by actual business revenue to facilitate token circulation, avoiding reliance solely on inflation or speculative mechanisms. The token distribution is as follows:

  • Community Rewards (35% / 350 million tokens): The largest share is directly allocated to community members who contribute to AI training data, and tokens are distributed according to actual platform revenue, forming a sustainable reward model.
  • Community Distribution (20% / 200 million tokens): Includes airdrops (targeting early users, DataBabies NFT holders, and contributors active in points on DataHub and Data Hunter) and staking rewards (including liquidity incentives, long-term holding rewards, and DAO governance participation benefits).
  • Investor Support (15% / 150 million tokens): Compensation configuration for early investors (including VCs and angel investors) funding platform development.
  • Public Sale (3% / 30 million tokens): Open purchasing opportunities to the global market, expanding the token holder base.
  • Foundation Reserve (12% / 120 million tokens): Managed by the foundation for ecological subsidies, research, partnerships, and operational reserves.
  • Core Operations (15% / 150 million tokens): includes team (10%) and marketing (5%), aimed at incentivizing the long-term commitment and contributions of core members, as well as brand promotion, market expansion, and exchange listings.

This distribution framework ensures that the community is at the core of the project’s success while providing stable financial support for development and operations.

BFT Two-Phase Data Verification

PublicAI adopts a two-stage verification process to ensure data quality:

  • AI Screening Stage: The uploaded data is initially filtered by AI agents to reduce the cost of manual verification.
  • Manual Voting Stage: Voting review is conducted through three roles (Inspector, Guardian, Referee). If there are any defects in the data, it will be considered overall disqualified, ensuring the high quality of the final data.

Development Blueprint

The development blueprint of PublicAI is as follows:

  • Q3 2025: Issue DataBabies NFT, launch airdrop; complete mainnet token contract audit; TGE and exchange listing.
  • Q4 2025: Launch PublicDAO governance and token distribution voting; initiate buyback plan and HeadCap DePIN presale.
  • Q1 2026: Introduce brainwave contributors (HeadCap device); expand enterprise data activity engine and API tools; begin commercialization of deepfake imagery and robotic data.

Summary

PublicAI is building a decentralized, human-centered AI ecosystem that transforms the knowledge and skills of global users into real economic value. Through a three-layer architecture and a revenue-driven token model, PublicAI not only provides high-quality, unbiased data for AI but also creates new job and income models for humans in the AI era. With the launch of more features and the development of the ecosystem, PublicAI is expected to become an important force for innovation in the AI field.

* The information is not intended to be and does not constitute financial advice or any other recommendation of any sort offered or endorsed by Gate.