ChainOpera Releases Federated AI Platform for Co-training and Co-serving Community-owned AI Agents

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Theblock
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4 days ago

ChainOpera AI, the blockchain AI OS for AI Agents, has released its “Federated AI Platform” for co-training and co-serving community-owned AI agents. It provides an affordable and highly available decentralized AI infrastructure that facilitates economic collaboration among AI agent creators, users, and AI resource providers, creating a more inclusive and fair economy while prioritizing privacy and ownership in AI agents. This article mainly explains the challenges solved by the platform, the capabilities it brings to AI agents, the core technologies driving it, and its integration with the ChainOpera AI ecosystem.

Federated AI Platform solves three fundamental challenges in the current Crypto AI Agent field:

The Federated AI Platform allows Web3 developers to participate in the model training and deployment required by AI agents, without having deep expertise in AI. It has experienced many years of enterprise services and currently has the ability to serve a large number of AI agent creators and users.

The above figure illustrates the complete platform architecture of ChainOpera AI. User-contributed data via the mobile AI app “AI Terminal” enables community members to collaboratively train and serve AI models, which directly support AI agents launched through the Federated AI OS. When end users pay for AI agent services, the AI resource providers are rewarded accordingly.


ChainOpera's upcoming "AI Terminal" mobile app will serve as a tangible example of the capabilities of the Federated AI Platform. Through this app, users will benefit from AI agents whose training, deployment, and inference are seamlessly supported by the Federated AI Platform, highlighting its power to deliver advanced, personalized AI solutions. The embedded AI Agent is called CoCo. She is people’s personal companion that represents each person and completes various tasks in daily life and work, such as trading meme coin and BTC. She adopts a device-to-cloud integrated architecture design. The community can provide remote computing support through GPU sharing, and can also use federated learning technology to achieve a personalized agent companion experience based on local data while protecting privacy.

The Federated AI Platform enables all AI resource contributors—including data, model, and GPU providers—to participate in serving AI agents and apps while earning rewards. This platform builds on years of experience with TensoOpera.ai, FedML.ai, ScaleLLM, and edge-cloud hybrid model serving have made it unique in the web3 industry. It stands as the only model service provider capable of delivering stable, cost-effective, scalable, and fast model-serving APIs using decentralized resources.

The platform leverages extensive expertise in decentralized computing, including decentralized training, federated learning, and decentralized model serving of LLMs on L1 blockchain. From developer’s perspective, federated AI Platform provide following features:

The Federated AI Platform helps developers to launch complex model training, deployment, and federated learning anywhere on decentralized GPUs, multi-clouds, edge servers, and smartphones, easily, economically, and securely. Highly integrated with FedML Open Source Library, Federated AI Platform provides holistic support of three interconnected AI infrastructure layers: user-friendly MLOps, a well-managed scheduler, and high-performance ML libraries for running any AI jobs across GPU Clouds.

A typical workflow is shown in figure above. When a developer wants to run a pre-built job in Studio or Job Store, The Launch CLI swiftly pairs AI jobs with the most economical GPU resources, auto-provisions, and effortlessly runs the job, eliminating complex environment setup and management. When running the job, the platform orchestrates the compute plane in different cluster topologies and configuration so that any complex AI jobs are enabled, regardless of model training, deployment, or even federated learning.

ChainOpera AI offers the L1 blockchain and protocol for co-owning and co-creating decentralized AI apps and agents, backed by the federated AI OS and platform.

For more details about ChainOpera AI, please visit the recent funding news at https://www.theblock.co/post/332347/chainopera-ai-raised-17-million-in-seed-funding-to-build-blockchain-l1-and-ai-os-for-ai-agents

ChainOpera is running a number of community activities to drive the building:

 

This post is commissioned by ChainOpera AI and does not serve as a testimonial or endorsement by The Block. This post is for informational purposes only and should not be relied upon as a basis for investment, tax, legal or other advice. You should conduct your own research and consult independent counsel and advisors on the matters discussed within this post. Past performance of any asset is not indicative of future results.

Disclaimer: The Block is an independent media outlet that delivers news, research, and data. As of November 2023, Foresight Ventures is a majority investor of The Block. Foresight Ventures invests in other companies in the crypto space. Crypto exchange Bitget is an anchor LP for Foresight Ventures. The Block continues to operate independently to deliver objective, impactful, and timely information about the crypto industry. Here are our current financial disclosures.

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