FAIR3 Hackathon: Building tech fairness through transparent algorithms, data ownership, and sustainable income.
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I am preparing for Tech Fairness Hackathon. Help me understand the rules, required developer resources, project ideas, and a 7-day preparation plan based on my HackQuest builder journey.
50,000 USD
总奖池
描述
The crypto world is a wild ride—full of chaos, opportunity, and endless what-ifs. But one thing’s for sure: innovation thrives where builders and storytellers collide. That’s why FAIR3 and CARV are teaming up to launch the Tech Fairness Hackathon, a high-octane sprint to redefine the future of AI, Data, and Web3.
This isn’t just another hackathon. It’s a battlefield for fairness, a playground for disruptors, and a launchpad for the next wave of decentralized innovation. Whether you’re an AI wizard, a data democratizer, or a Web3 pioneer, we’re handing you the tools to build what’s next. Ready to break rules and make history?
FAIR3 was born from a simple but radical belief: true innovation shouldn’t be strangled by black-box algorithms or centralized gatekeepers. In an era of platform monopolies and diluted creator value, FAIR3 is rallying builders to forge a transparent, platform-agnostic, and verifiable future for data governance and the creator economy.
As FAIR3 Founder Wang Xin puts it: “How can humans collaborate without bosses?” This hackathon is our live experiment—can we build a fairer system through open-source collaboration and consensus? Let’s find out.
With the CARV SVM Testnet going live in January 2025, CARV is turbocharging its global developer ecosystem. Through its D.A.T.A. Framework, CARV is unlocking the potential of AI × Web3—think AI Agents, decentralized smart economies, on-chain data privacy, and programmable revenue streams.
This hackathon is your chance to dive deep into CARV’s AI Agent toolkit and bring real-world use cases to life. Build something groundbreaking—and let’s put it on the chain.
Organizers: FAIR3 × CARV
Event Period: June 18 – August 4, 2025
Prize Pool: $50K USD (30K in FAIR3 tokens + 20K in CARV tokens)
The hackathon features two major themes, each with four dedicated tracks.
Category | Theme 1: Break the Mold – Redefining Web3 (Host: FAIR3) | Theme 2: Empowering AI Agent Builders – Unlocking Decentralized Data Value (Host: CARV) |
Prize Pool | $30K USD (in FAIR3 tokens) | $20K USD (in CARV tokens) |
Objective:
Open to all projects that advance the vision of "technological fairness"—whether through protocols, tools, community mechanisms, or novel expressions of fairness.
Focus Areas (Non-Exhaustive):
Algorithmic transparency & interpretability
Data sovereignty & privacy preservation
Sustainable individual revenue models in the AI era
Decentralized creator infrastructure
Reputation, identity & governance mechanism design
Public discourse & narrative engines
Innovative AI × Web3 interaction paradigms
Judging Criteria:
Originality, practicality, impact, and alignment with "technological fairness."
Prizes:
9 winning projects, each awarded $2,000 USD (in FAIR3 tokens).
Objective:
Projects that contribute to the long-term growth of the FAIR3 ecosystem, enhancing core components, mechanisms, or collaborative experiences.
Focus Areas:
Best Recycle System Design: Project reuse, scoring mechanisms, and incubation workflows.
Best Foundational Module: Governance interfaces, task boards, proposal systems, narrative tools.
Best Community Experience Design: Streamlined collaboration, lower barriers to entry.
Best Reputation & Metric Mechanism: Contribution tracking, trust/ incentive systems.
Judging Criteria:
Integration with FAIR3’s ecosystem, community impact, technical robustness, and scalability.
Prizes:
3 awards, each $2,000 USD (in FAIR3 tokens). Stackable with other tracks.
Objective:
Projects built on BNB Chain that explore "technological fairness" while leveraging BNB’s native capabilities.
Focus Areas:
Fairness-centric dApps using BNB’s protocols.
Cross-chain composability experiments.
Identity, governance, or reputation systems on BNB.
Judging Criteria:
Technical execution on BNB Chain, innovation, and depth of fairness principles.
Prizes:
2 awards, each $2,000 USD (in FAIR3 tokens). Stackable with other tracks.
Objective:
Projects deeply integrated with UnicornX (a community-governed DEX) that embody fairness, transparency, and shared success.
Focus Areas:
Community-driven trading tools.
AI-powered wallet tracking, signal routing, or market anomaly detection.
Infrastructure integrating UnicornX’s governance/tokenomics.
Judging Criteria:
Innovation, alignment with UnicornX, and technical/UX quality.
Prizes:
1 award of $2,000 USD (in FAIR3 tokens). Stackable with other tracks.
Objective:
Build native AI Agents on CARV SVM Chain, focusing on:
Autonomous task/data management (AAS model).
Dynamic NPCs for GameFi.
Agent orchestration for DeSci research collaboration.
Long-term interactive Agents (e.g., AI pets, coaches).
Judging Criteria:
Agent autonomy, use of CARV SVM’s features (on-chain execution, shared memory), real-world applicability.
Prizes:
2 awards, each $2,000 USD (in CARV tokens).
Leverage D.A.T.A. Framework to bridge multi-chain/off-chain data for Agents or smart contracts.
Focus Areas:
Decentralized recommendation engines (Web3).
AI-powered research/risk Agents for DeFi/GameFi.
Cross-chain data relays (Data Layer Oracles).
Data validation/circulation protocols.
Judging Criteria:
Data pipeline completeness (collection → cleaning → inference → application).
AI’s role in data processing (reasoning, prediction, personalization).
Utilization of D.A.T.A. tools (multi-chain data, inference engines, permissions).
Prizes:
2 awards, each $2,000 USD (in CARV tokens).
Objective:
Innovate with CARV ID (ERC-7231) for unified identity and on-chain reputation systems.
Focus Areas:
Web2/Web3 achievement binding.
Universal login/authorization modules (wallet alternative).
Reputation-bound NFTs (voting/access rights).
Identity-based task platforms (e.g., on-chain resumes).
Judging Criteria:
Multi-identity integration, ERC-7231/1271 compliance, real-world problem-solving.
Prizes:
2 awards, each $2,000 USD (in CARV tokens).
Objective:
Open-ended exploration of AI + Web3 applications in high-impact domains.
Focus Areas:
Education, healthcare, ESG, public governance.
Multi-Agent coordination (e.g., AI DAOs, federated protocols).
Mass-market AI Agent apps (e.g., Telegram bots).
Decentralized AI economies.
Judging Criteria:
Novelty, real-world viability, user/data protection, CARV integration.
Prizes:
3 awards: 1st ($4,000), 2nd ($2,500), 3rd ($1,500 USD in CARV tokens).
在当前加密浪潮中，技术探索与叙事构建仍然是最具确定性的两大赛道。FAIR3 与 CARV 联手举办此次黑客松，正是希望在一个动荡但充满机会的周期里，集结一批真正的Builder与叙事共同体，推动以“AI × Data × Web3”为核心的下一阶段创新浪潮。
向早期变革者致敬，重塑数据协作与分配秩序
FAIR3 源于一个信念：真正的创新，不应被黑箱制度与中心化权力扼杀。在平台垄断、黑箱算法和创作者价值被稀释的时代，FAIR3 正在号召志同道合的 Builder 重构秩序，探索更透明、去平台化、可验证的数据治理与创作者经济体系。
FAIR3 Founder 王欣提出：“人类如何在没有老板的情况下协作？”这是一次挑战秩序、重塑制度的尝试。本次黑客松也正是一次真实的练兵场，去验证我们能否基于共识与开源，创造出面向未来的协作机制。
赋能 AI Agent 构建者，激活去中心化数据价值
随着 CARV SVM 测试网在 2025 年1月上线，CARV 正在全面启动全球开发者生态，以 D.A.T.A. Framework 为核心，激活 AI × Web3 的构建潜力。AI Agent、去中心化智能体经济、链上数据隐私保护、可编程收入流等创新叙事，正在吸引越来越多开发者与项目聚焦这一领域。CARV 希望通过此次黑客松，让更多构建者深入了解 D.A.T.A. Framework 与 CARV 的AI Agent工具栈，并推动更多真实的 use case 在生态内孵化落地。
Tech Fairness Exploration Awards (9 winners)
18,000 USD
Tech Fairness Exploration Awards (9 winners)
Total: 18,000 USD worth of FAIR3 tokens
9 winning projects, each awarded 2,000 USD in FAIR3
This track is open to all topics as long as your work addresses “tech fairness.” We welcome both builders and storytellers—whether you're coding a protocol, designing a governance interface, or building a meme engine.
Suggested directions (not limited to):
Algorithm transparency and interpretability
Data sovereignty and privacy protection
Sustainable income in the AI era
Creator-first infrastructure and anti-platform design
Identity, reputation and governance frameworks
Decentralized storytelling and public discourse tools
Human-centered AI & Web3 interactions
Judging criteria include originality, usability, impact, and alignment with the theme of fairness.
Each selected team will receive 2,000 USD worth of FAIR3 tokens.
总奖金：等值 18,000 USD 的 FAIR3 代币
共计 9 个获奖项目，每项奖励：2,000 USD 等值 FAIR3
本轮 FAIR3 黑客松的主赛道不设主题限制，只要你的项目关注“技术公平”，都可以参赛。我们欢迎任何将“公平”理念转化为协议、工具、社区机制、表达形式的探索。
参考方向（不限于此）：
算法透明性与可解释性
数据主权与隐私保护
AI 时代个体可持续收入模型
去平台化的创作基础设施
声誉、身份与治理机制设计
公共话语与叙事引擎
结合 AI 与 Web3 的创新交互方式
评审标准包括：原创性、实用性、影响力、与技术公平主题的契合度。
每个获胜团队将获得等值 2,000 USD 的 FAIR3 奖励。
Tech Fairness Exploration Awards (9 winners)
评委标准
Criteria | Description | 分值 | 描述（中文） |
|---|---|---|---|
Originality | Is the idea novel and imaginative? Does it offer a new take on an old problem? | 20 pts | 是否具有原创性？是否从新角度解决旧问题？ |
Relevance to Tech Fairness | Does the project address core fairness challenges (algorithm transparency, data sovereignty, sustainable income, etc.)? | 25 pts | 项目是否聚焦“技术公平”核心问题，如算法透明、数据主权、个体收益等？ |
Functionality & Implementation | How well is the project executed? Is there a working demo or prototype? | 20 pts | 项目完成度如何？是否具备可用的原型或演示？ |
Impact & Usefulness | Can this project be applied to real communities or users? Is it scalable or integrable? | 20 pts | 项目是否有实际用途？是否具有落地、扩展或集成的潜力？ |
Design & Clarity | Is the presentation intuitive? Is the design and documentation clear enough to be understood and used? | 15 pts | 项目表达是否清晰、设计是否易懂？是否具备良好的用户体验或文档支持？ |
评委模式
投票模式
每个项目每个用户/评委的最大投票数
评委账户
FAIR3 Public Infrastructure Awards (3 winners)
6,000 USD
FAIR3 Public Infrastructure Awards (3 winners)
Total: 6,000 USD worth of FAIR3 tokens
3 awards, each with 2,000 USD in FAIR3
These awards recognize projects that directly contribute to the FAIR3 ecosystem. We're looking for long-term collaborators who not only care about fairness, but want to help build the systems that enable it.
Award directions (including but not limited to):
Best Recycle System: Reuse modules, revive old projects, build re-launch logic
Best Infra Module: Task boards, governance tools, proposal systems, narrative engines
Best Community UX: Lower participation barriers, improve co-creation experiences
Best Reputation/Metrics Layer: Measure and reward contribution, trust, and impact
These awards are designed to turn FAIR3 into a living experiment in decentralized fairness.
Winners may also claim a Main Track award.
总奖金：等值 6,000 USD 的 FAIR3 代币
共设 3个奖项，每项奖励：2,000 USD 等值 FAIR3
这部分奖励将授予那些直接推动 FAIR3 生态系统建设的项目。我们寻找不仅关注公平理念，更愿意参与共同打造的长期合作者。
奖项方向包括（不限于）：
最佳 Recycle 系统：构建项目复用、再孵化与重启的机制
最佳基础模块：治理界面、任务墙、提案系统、叙事工具等可组合工具
最佳社区体验设计：优化协作流程、降低参与门槛、增强共创体验
最佳声誉与指标机制：可量化的社区贡献度量、激励与信任系统
这些奖项旨在推动 FAIR3 成为一个长期运行的“技术公平实验场”。
此类奖项可与主赛道奖项叠加获得。
FAIR3 Public Infrastructure Awards (3 winners)
评委标准
Criteria | Description | 分值 | 描述（中文） |
|---|---|---|---|
Originality | Is the idea novel and imaginative? Does it offer a new take on an old problem? | 20 pts | 是否具有原创性？是否从新角度解决旧问题？ |
Relevance to Tech Fairness | Does the project address core fairness challenges (algorithm transparency, data sovereignty, sustainable income, etc.)? | 25 pts | 项目是否聚焦“技术公平”核心问题，如算法透明、数据主权、个体收益等？ |
Functionality & Implementation | How well is the project executed? Is there a working demo or prototype? | 20 pts | 项目完成度如何？是否具备可用的原型或演示？ |
Impact & Usefulness | Can this project be applied to real communities or users? Is it scalable or integrable? | 20 pts | 项目是否有实际用途？是否具有落地、扩展或集成的潜力？ |
Design & Clarity | Is the presentation intuitive? Is the design and documentation clear enough to be understood and used? | 15 pts | 项目表达是否清晰、设计是否易懂？是否具备良好的用户体验或文档支持？ |
评委模式
投票模式
每个项目每个用户/评委的最大投票数
评委账户
BNBChain Integration Awards (2 winners)
4,000 USD
BNBChain Integration Awards (2 winners)
“Total Prize Pool: 4,000 USD worth of FAIR3 tokens
2 winning projects, each awarded 2,000 USD worth of FAIR3
Honoring outstanding projects that are built on BNB Chain and embody the spirit of fairness, including:
Fairness-oriented dApps using BNB-native protocols
Cross-chain composability experiments
Governance, reputation, or identity tooling built with BNB infrastructure
This award can be earned alongside Main Track prizes
总奖金：4,000 USD 等值 FAIR3
共 2 项奖项，每项奖励：2,000 USD 等值 FAIR3
奖励在 BNB Chain 上构建且体现公平精神 的优秀项目：
使用 BNB 原生协议构建公平应用
跨链可组合性实验
基于 BNB 的治理、声誉、身份等基础设施
该奖项可与主赛道奖项叠加获得
BNBChain Integration Awards (2 winners)
评委标准
Criteria | Description | 分值 | 描述（中文） |
|---|---|---|---|
BNB Chain Integration Depth | How well does the project utilize BNB-native infrastructure, tools, or ecosystem strengths? | 30 pts | 是否深入使用 BNB 原生协议、工具或生态资源？是否构建在其基础设施之上？ |
Fairness Implementation | Does the project reflect FAIR3’s principles of fairness, decentralization, and creator empowerment? | 25 pts | 项目是否体现公平、去中心化与创作者赋能的精神？是否服务于更广泛的用户？ |
Cross-chain Composability | Does the project demonstrate composability between BNB Chain and other ecosystems? | 25 pts | 是否实现跨链组合能力，支持跨生态资源整合？是否具备链间协作潜力？ |
Product Viability | Is the solution practically usable with clear flows and long-term design? | 20 pts | 项目是否具有清晰的用户路径和可持续运作逻辑？是否易于推广和使用？ |
评委模式
投票模式
每个项目每个用户/评委的最大投票数
评委账户
UnicornX Special Award (1 winners)
2,000 USD
UnicornX Special Award (1 winners)
1 award, 2,000 USD worth of FAIR3 tokens
Honoring the best project exploring Equal Alpha Access with UnicornX — a decentralized platform that transforms high-potential trading opportunities into community-shared signals.
Potential directions:
Tools that amplify community-sourced alpha
AI-enhanced signal routing, wallet tracking, or market anomaly detection
Integrations with UnicornX ecosystem for governance, token utility, or alpha hunting
This award highlights the spirit of Alpha as a public good.
共 1 项奖项，奖励为 2,000 USD 等值 FAIR3
授予在 Alpha 平权主题中与 UnicornX 合作表现最出色的项目——UnicornX 是一个去中心化平台，致力于将高价值交易机会转化为社区共享的信号。
参考方向：
放大社区共享 Alpha 的工具设计
融合 AI 的信号播报、钱包追踪、市场异动检测等模块
与 UnicornX 生态整合的治理、激励、信号机制设计
本奖项可与其他奖项叠加获得。
UnicornX Special Award (1 winners)
评委标准
Criteria | Description | 分值 | 描述（中文） |
|---|---|---|---|
Alpha Fairness | Does the project embody the idea that alpha should be shared with the community? | 30 pts | 是否体现“Alpha 属于社区”的理念，能让优质信号公开共享，而非中心化垄断？ |
AI + Community Synergy | Does it combine AI capabilities with community-driven workflows? | 25 pts | 是否结合 AI 能力与社区协作机制，提升信号发现与传播效率？ |
Ecosystem Integration | How well does it integrate with the UnicornX infrastructure (signals, tokens, etc.)? | 25 pts | 是否与 UnicornX 的代币、治理或信号系统深度整合，具备生态兼容性？ |
Product Viability | Is the project practically usable with clear flows and long-term potential? | 20 pts | 是否具备可用性、清晰的用户路径与可持续运营潜力？ |
评委模式
投票模式
每个项目每个用户/评委的最大投票数
评委账户
AI Agent Infrastructure on SVM Chain (2 winners)
4,000 USD
AI Agent Infrastructure on SVM Chain (2 winners)
“Total Prize Pool: 4,000 USD worth of CARV tokens
2 winning projects, each awarded 2,000 USD worth of CARV
Objective:
Build native AI Agents on CARV SVM Chain, focusing on:
Autonomous task/data management (AAS model).
Dynamic NPCs for GameFi.
Agent orchestration for DeSci research collaboration.
Long-term interactive Agents (e.g., AI pets, coaches).
Judging Criteria:
Agent autonomy, use of CARV SVM’s features (on-chain execution, shared memory), real-world applicability.
总奖金：4,000 USD 等值 CARV
共 2 项奖项，每项奖励：2,000 USD 等值 CARV
1. 赛道说明：构建基于 CARV SVM Chain 的原生 AI Agents，重点探索以下方向：
可在链上独立执行任务、管理数据的 AI Agents（AAS 模式
GameFi 中具备动态行为与个性化交互的智能 NPC（Non-player characters）
DeSci 场景下跨国科研协作的 Agent Orchestration
AI Agents 与用户进行长期交互并可持续学习的能力（如 AI Pet、AI 教练等）
2. 评审标准：
评估项目中智能体的自主性（是否可独立处理数据与执行任务）
是否利用 CARV SVM 的原生能力（如链上 Agent 执行、共享内存机制）
与现实场景的契合度（如游戏、科研、助手等）
AI Agent Infrastructure on SVM Chain (2 winners)
评委标准
Agent autonomy, use of CARV SVM’s features (on-chain execution, shared memory), real-world applicability.
Decentralized Data Orchestration with D.A.T.A. Framework (2 winners)
4,000 USD
Decentralized Data Orchestration with D.A.T.A. Framework (2 winners)
“Total Prize Pool: 4,000 USD worth of CARV tokens
2 winning projects, each awarded 2,000 USD worth of CARV
Objective:
Leverage D.A.T.A. Framework to bridge multi-chain/off-chain data for Agents or smart contracts.
Focus Areas:
Decentralized recommendation engines (Web3).
AI-powered research/risk Agents for DeFi/GameFi.
Cross-chain data relays (Data Layer Oracles).
Data validation/circulation protocols.
Judging Criteria:
Data pipeline completeness (collection → cleaning → inference → application).
AI’s role in data processing (reasoning, prediction, personalization).
Utilization of D.A.T.A. tools (multi-chain data, inference engines, permissions).
总奖金：4,000 USD 等值 CARV
共 2 项奖项，每项奖励：2,000 USD 等值 CARV
1. 赛道说明：聚焦 D.A.T.A. Framework 如何连接 多链/链下 数据，为智能体或智能合约提供动态、高质量的输入数据流。可探索方向包括：
基于链上行为/身份的去中心化推荐引擎（Web3 推荐系统）
自动化数据抓取 + 推理的投研 Agent 或风控 Agent（适用于 DeFi、GameFi）
使用 D.A.T.A. 构建的跨链数据中继系统（Data Layer Oracles）
面向开发者的数据验证与流通协议
2. 评审标准：
项目是否构建了清晰的数据采集 → 清洗 → 推理 → 应用闭环
是否体现 AI 对数据的理解力与反应能力（如推理、预测、个性化响应）
使用了哪些 D.A.T.A 提供的工具或能力（如多链数据、推理引擎、权限管理等）
Decentralized Data Orchestration with D.A.T.A. Framework (2 winners)
评委标准
Data pipeline completeness (collection → cleaning → inference → application).
AI’s role in data processing (reasoning, prediction, personalization).
Utilization of D.A.T.A. tools (multi-chain data, inference engines, permissions).
Modular Identity & Reputation with CARV ID (ERC-7231) (2 winners)
4,000 USD
Modular Identity & Reputation with CARV ID (ERC-7231) (2 winners)
“Total Prize Pool: 4,000 USD worth of CARV tokens
2 winning projects, each awarded 2,000 USD worth of CARV
Objective:
Innovate with CARV ID (ERC-7231) for unified identity and on-chain reputation systems.
Focus Areas:
Web2/Web3 achievement binding.
Universal login/authorization modules (wallet alternative).
Reputation-bound NFTs (voting/access rights).
Identity-based task platforms (e.g., on-chain resumes).
Judging Criteria:
Multi-identity integration, ERC-7231/1271 compliance, real-world problem-solving.
总奖金：4,000 USD 等值 CARV
共 2 项奖项，每项奖励：2,000 USD 等值 CARV
1. 赛道说明：围绕 CARV ID（ERC-7231 标准），鼓励构建用户统一身份与链上行为声誉系统。可探索方向：
Web2/Web3 游戏内 Achievements 与真实身份绑定
面向多链应用的通用登录模块与授权框架（替代钱包连接）
链上声誉系统 + NFT 绑定（如投票权、访问权）
基于身份的个性化任务平台或推荐逻辑（如链上简历、ID-bound Quest）
2. 评审标准：
多身份绑定设计是否合理（如 web2/web3 多平台整合的方式）
是否遵循 ERC-7231 / 1271 标准，具备验证性、通用性与可拓展性
项目是否解决了实际的认证、声誉、公平激励等问题
Modular Identity & Reputation with CARV ID (ERC-7231) (2 winners)
评委标准
Multi-identity integration, ERC-7231/1271 compliance, real-world problem-solving.
Open Innovation: AI × Web3 for Real World Use Cases (3 winners)
8,000 USD
Open Innovation: AI × Web3 for Real World Use Cases (3 winners)
“Total Prize Pool: 8,000 USD worth of CARV tokens
3 winning projects: 1st (4,000 USD worth of CARV), 2nd (2,500 USD worth of CARV), 3rd (1,500 USD worth of CARV)
Objective:
Open-ended exploration of AI + Web3 applications in high-impact domains.
Focus Areas:
Education, healthcare, ESG, public governance.
Multi-Agent coordination (e.g., AI DAOs, federated protocols).
Mass-market AI Agent apps (e.g., Telegram bots).
Decentralized AI economies.
Judging Criteria:
Novelty, real-world viability, user/data protection, CARV integration.
总奖金：8,000 USD 等值 CARV
共 3 项奖项，根据项目得分排名，奖金金额从第一名到第三名分别为：4000 USD, 2500 USD, 1500 USD 等值 CARV
1. 赛道说明：开放赛道，开发者只需要结合 AI + Web 3 主题， 围绕以下主题自由探索：
教育 / 医疗 / ESG / 公共治理等场景中的 AI + Web3 联合创新
多 Agent 协同决策与执行（如 AI DAO / AI 联邦协议）
面向大规模用户（1M+）的 AI Agent 应用（如 Telegram AI Bot）
构建新型人机协作或去中心化智能体经济模型
2. 评审标准：
是否提出了新的用例或跨界解决方案
项目是否具备现实落地潜力（如 AI 医疗助手、ESG 数据平台等）
是否考虑用户可用性、用户数据保护以及与 CARV 技术的结合度
Open Innovation: AI × Web3 for Real World Use Cases (3 winners)
评委标准
Novelty, real-world viability, user/data protection, CARV integration.
时间安排
Cohost
CARV
Fair3
HackQuest
OpenBuild
Partners
Techflame
According.work
BuidlLand
