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FLock.io

IT Services and IT Consulting

London, England 1,194 followers

We build Federated Learning Blocks (FLocks). A native Web3 Data Privacy solution for Artificial Intelligence

About us

FLock.io aims to build a decentralised privacy-preserving solution for Artificial Intelligence. We proposed a research initiative called Federated Learning Blocks (in short, FLocks), which uses blockchain as a coordination platform among data holders to conduct Machine Learning while data stays local and private. By replacing the central entity that collects data and organises machine learning with blockchain, FLocks aims to empower users to mine insights from their data and monetise at their discretion.

Website
https://linktr.ee/flock.io
Industry
IT Services and IT Consulting
Company size
11-50 employees
Headquarters
London, England
Type
Privately Held
Founded
2022
Specialties
Artificial Intelligence and Blockchian

Locations

Employees at FLock.io

Updates

  • Glad to work with Animoca Brands to bring Animoca’s own AI to the next level! Not your model, not your AI.

    View organization page for Animoca Brands, graphic

    52,461 followers

    We’ve entered into a MoU with FLock.io, a community-driven platform for federated learning on blockchain,  to explore co-creation opportunities for domain-specific AI models using FLock.io’s training platform and protocol. Through the collaboration, we intend to use FLock.io’s infrastructure to train models for its internal use to enhance blockchain applications while maintaining user privacy and data sovereignty. Yat Siu, our co-founder and executive chairman, commented: “We look forward to collaborating with FLock.io to leverage its innovative federated learning platform to advance Web3 technologies while prioritizing user privacy and data sovereignty. We believe that the collaboration can help integrate privacy-preserving AI solutions in the open metaverse, potentially unlocking new possibilities for decentralized applications and user experiences in the Web3 ecosystem.” Vincent Wang, CFO of FLock.io, commented: “Animoca Brands is a leading Web3 company with extensive coverage across its product lines. We are thrilled to enter into a MoU for this partnership and deploy four distinct training tasks on our platform. We are confident that our community and platform will deliver best-in-class models while ensuring that Animoca Brands’ primary data remains local. This collaboration with Animoca Brands represents a significant step forward for our FLock.io community and underscores our strong product-market fit as a decentralized AI company.” https://lnkd.in/gxeYyrYw  

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  • And we are featured in the stack! Thank you Hoolie T. Jonathan King & Team!

    View profile for Jiahao Sun, graphic

    Founder and CEO at FLock.io

    The future of AI and blockchain is rapidly converging, opening up some fascinating opportunities! Key takeaways from Coinbase's insightful Crypto x AI Stack overview: The rise of AI Agents on crypto infrastructure could revolutionise economic activity, allowing agents to autonomously transact, execute tasks, and even drive entire sectors. The Agentic Web is closer than we think. Decentralisation in AI offers unprecedented opportunities for user-created data to be fairly monetised, a challenge that traditional web ecosystems still struggle with. In Web3, this becomes a default feature, creating new economic models. Security and privacy in AI model training are enhanced with blockchain technology. Decentralised infrastructure ensures that privacy is preserved while maintaining trust in the models being trained and used. Huge thanks to Jonathan King for this fantastic stack breakdown. The possibilities for Crypto x AI are immense, and it’s exciting to see where this journey leads. #CryptoXAI #deAI #Blockchain #ArtificialIntelligence

    Demystifying the Crypto x AI Stack

    Demystifying the Crypto x AI Stack

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  • 🙋

    View profile for Jiahao Sun, graphic

    Founder and CEO at FLock.io

    FLock.io is going to present at The Royal Society this Monday (28 Oct). It is a great honour to be invited to speak at The Royal Society, a prestigious institution that has been home to some of the greatest minds in history, including Sir Isaac Newton, Charles Darwin, and Albert Einstein, etc. FLock is excited to discuss the future of decentralised AI and share practical toolkits for decentralised LLM training. We welcome you to join our session. Register here: https://lnkd.in/gwZH3P3c

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  • We have some big news: we’ve received a grant from the Ethereum Foundation. This makes FLock the only AI infrastructure project awarded a 2024 Academic Grants Round. This will allow us to accelerate research into blockchain based solutions that offer an alternative to centralised machine learning. Why is it important? Read on to find out more. Our initial research is Systemization of Knowledge (SoK) of the deAI landscape focused on 3 key research questions: 1. How can blockchain help an AI protocol to be more decentralised and more secure in the lifecycle of a model? 2. How to measure the decentralisation of existing dAI projects? This is building off existing research in this area. 3. And what are the potential attacks against existing protocols? This research looks at how blockchain can be leveraged to make AI more performant, transparent, secure and decentralized - exactly what our goal is at FLock. Our initial research has already surfaced some notable insights. For example, on the front of decentralized model aggregation and validation - we find that most protocols employ Proof-of-Stake and ZKP mechanisms to conduct decentralized training and validation tasks. This incentivizes decentralized model development through game theoretically sound networks to verify the correctness of model updates, using cryptographic proofs to ensure they are valid and accurate. The decentralized validation process ensures that malicious or erroneous contributions do not compromise the model’s integrity, protecting against sybil attacks and other security loopholes potentially faced by the wider deAI space. At FLock, we not only talk the talk, we walk the walk. We will use this research to inform development roadmaps across our suite of products - AI Arena, FL Alliance, and AI Marketplace. We will integrate our research findings across all products to make them more performant, transparent, secure, and decentralized. In making our research public and documenting our journey we hope to empower the deAI ecosystem more broadly.  You can read more on our blog here: https://lnkd.in/g56fiVC4 And If this excites you, follow us and stay tuned. We have a lot more to come. We’d love to hear your feedback too! ~The FLock team

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  • We’re thrilled to partner with Chainbase to make blockchain data more accessible to developers. To kick off this partnership we are hosting a hackathon with 600 USDC in prizes. More details on the partnership and hackathon.👇 This partnership is a key step in our mission to democratise AI through decentralised training and value alignment. Check out our recent blog post for more info: https://lnkd.in/gsAsR8w4 Hackathon details below: Compete to submit top ranking models for the Chainbase x FLock Hackathon: Text2SQL Model Agent for Blockchain Data task All participants get FML with 600 USDC in cash prizes for top ranking models. 🥇 300 USDC 🥈 200 USDC 🥉 100 USDC In order to receive a bounty, winners must agree to a training strategy interview with the FLock team on Discord. Good luck! 🍀

    Chainbase and FLock launch partnership with Text2SQL blockchain task

    Chainbase and FLock launch partnership with Text2SQL blockchain task

    flock.io

  • FLock was delighted to speak at the India Blockchain Tour at Octaloop. It was great to be part of the “Product and Community in Finance vs Blockchain” panel, advocating blockchain-based decentralised finance and communities. ⛓️ FLock gave further two talks: 1) We presented our academic paper “FLock: Defending Against Poisoning Attacks in Federated Learning with Blockchain”. 🚀 FLock leverages on-chain tokenomics to implement incentive mechanisms, encouraging participants to behave honestly. 2) “Decentralised AI in Practice”. 🚀 FLock’s data flywheel supercharges model development, encompassing AI Arena, FL Alliance & Model Marketplace. Our community comprises task creators, training nodes, validators, and end users. Which will you be? The AI Arena open beta is now live. Get involved on train.flock.io

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