Emre Yumlu 
FLock.io is a pioneering blockchain platform dedicated to decentralizing AI model training and value alignment. It ensures that artificial intelligence objectives align with societal ethics and goals, empowers communities to drive decision-making, and prioritizes usability. By removing barriers to participation, FLock.io enables developers to contribute models, data, or computational resources in a modular fashion. This fosters the creation of purpose-built AI models crafted by and for communities under their stewardship. The platform’s incentive-driven structure democratizes the training, fine-tuning, and inference of AI agents, eliminates user data collection, and ensures equitable reward distribution. By combining blockchain technology with AI, FLock.io provides a robust environment for managing large datasets.
What is the FLock.io Platform?
FLock.io is at the forefront of decentralized AI (dAI) development, tackling the limitations imposed by centralized control over AI innovation. When large corporations dictate AI development based on their own agendas, it often leads to amplified biases, reduced public participation, and errors stemming from lower-quality training data.
FLock.io addresses these challenges by integrating blockchain technology with federated learning, enabling communities to propose, train, and enhance models transparently while retaining control over their data. This approach eliminates centralized bottlenecks, promotes fair reward distribution, and fosters the development of ethical, high-quality AI models.
The platform comprises three core components: AI Arena, FL Alliance, and AI Marketplace. In AI Arena, models are trained and validated; in FL Alliance, they are fine-tuned with local data; and in AI Marketplace, models are deployed for applications, continuously improved through feedback. Supporting diverse use cases in industries like finance, healthcare, and gaming, FLock.io has achieved over 10,000 model calls with models like BTC-GPT.
What Can Be Done on FLock.io?
FLock.io offers a suite of tools to streamline participation in AI model development:
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AI Arena: A decentralized AI training platform where users can stake $FLOCK via train.flock.io to participate and earn rewards. Participation is possible in four roles:
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Task Creators: Define desired models and submit tasks to the platform.
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Training Nodes: Develop or fine-tune models as required by task creators.
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Validators: Evaluate models submitted by training nodes.
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Delegators: Delegate tokens to training nodes and validators to boost reward distribution.
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FL Alliance: Using a federated learning approach, thousands of participants collaboratively train a global model without sharing local data. Participants are randomly assigned as proposers (training models with local data) or voters (evaluating model updates). FLocKit provides predefined templates for tasks like LLM fine-tuning, while FL Client facilitates interaction with smart contracts and manages system-level coordination.
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AI Marketplace: A collaborative space where trained and fine-tuned models are created, enhanced, and utilized by the community. Users can propose models, contribute data, evaluate models, or apply them in various applications. Models like BTC-GPT leverage external database integration and RAG for domain-specific accuracy.
Technical Infrastructure and Security
FLock.io leverages its blockchain layer to enhance incentives and security. A proof-of-stake mechanism ensures participants uphold network integrity, with dishonest behavior penalized through token slashing. Smart contracts automate reward distribution, ensuring transparency and efficiency. AI Arena supports direct model training on user devices, maximizing performance with community data. FL Alliance preserves data privacy while enabling global model creation. The AI Marketplace facilitates model deployment and inference within virtual machine networks, ensuring scalability and security.
$FLOCK Token and Tokenomics
$FLOCK, deployed on the Base network, is the cornerstone of FLock.io’s permissionless, high-performance, decentralized AI ecosystem. It incentivizes participation and secures the network. The tokenomics distribution is as follows:
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Community: 47%
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Team and Advisors: 17%
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Ecosystem: 19.70%
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Investors: 16.30%
In AI Arena, developers compete to build top AI models in a Kaggle-style leaderboard. In FL Alliance, models from AI Arena are fine-tuned with proprietary data. The AI Marketplace enables community members to use or host these models. Participants earn rewards based on their staked $FLOCK, while malicious actions result in token slashing.
2025 Roadmap
FLock.io’s 2025 roadmap strengthens its decentralized AI vision:
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Q1 2025: Strategic partnerships with Web2 and Web3 entities like Animoca Brands and OneKey will be launched. FL Alliance will debut on testnet, and a decentralization plan will be published.
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Q2 2025: An Edge AI model for distributed device training and Moonbase Beta, an AI agent platform, will be introduced. AI Arena v2 will roll out with upgraded staking functions.
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Q3 2025: Integrations with AI agent and application platforms will enable seamless onboarding, and community members will gain the ability to create AI model training tasks.
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Q4 2025: Moonbase Stage 2 and 3 will enhance AI agent interactions, and the Sustainable Model Flywheel will create a self-sustaining ecosystem for model training and usage.
FLock.io Investors and Backers
FLock.io is backed by industry leaders, including Digital Currency Group (DCG), OKX Ventures, GSR, Fenbushi Capital, Faction, Animoca Brands, Volt Capital, Inception Capital, Gnosis, a41 Ventures, Bas1s Ventures, and Tagus Capital. These strategic and seed investors bolster FLock.io’s mission to advance decentralized AI and amplify its global impact.
FLock.io Team
The FLock.io team is led by accomplished professionals. Founder and CEO Jiahao Sun drives the platform’s vision, while CFO Vincent Z. Wang oversees financial strategies. Sameeha Rehman, as Chief of Staff, coordinates operational processes. This leadership team propels FLock.io’s goal of pioneering decentralized AI and blockchain integration.
FLock.io revolutionizes decentralized AI development, fostering ethical and transparent AI growth driven by communities. Powered by blockchain technology, the platform protects data privacy while delivering innovative AI solutions, placing the future of technology in the hands of its community.
Official Links
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