Table of Contents
Welcome to the fourth and final part of our series on decentralized AI.
Before we begin, you may want to checkout the previous three parts here:
- Decentralized AI Powered by Web3: Part One
- Decentralized AI Powered by Web3: Part Two
- BNB Chain’s Solution for AI Infrastructure
In part 4, we will explore some of the recent AI projects leveraging Web3 technology as their foundational infrastructure.
MyShell is an opBNB-based AI platform that allows content creators to generate AI-powered content bots.
- Personalized chatbots: Users can create personalized chatbots that can be tailored to their specific needs and interests.
- AI-powered chatbots: The chatbots are powered by AI, which means that they can learn and adapt over time.
- Embraces Web3: Built on the principles of decentralization and blockchain technology.
- Tokenomics: Users can earn tokens for using the platform.
MyShell has the potential to revolutionize the way we interact with AI. By making AI more accessible and personalized, MyShell can help to make AI more beneficial to everyone.
Glows.ai is a project designed to accelerate AI training, modeling, and tuning through Web3 solutions. Utilizing the strengths of Web3, along with BSC and BNB Greenfield, Glows.ai provides numerous benefits for AI developers and users:
- Training efficiency: Glows.ai’s innovative prefetch solution can significantly reduce the time it takes to train and infer AI models.
- Secure and permissioned data sharing: Leveraging BNB Greenfield, Glows.ai’s GreenDrive offers a secure, permission-based environment for storing and sharing AI data and models, ensuring access is restricted to authorized users and safeguarding against unauthorized access.
- Democratizing AI development: Glows.ai democratizes AI development by providing an accessible platform for developers of varying skill levels to easily create and deploy AI models. It offers a user-friendly interface for model training and deployment, along with a vast library of pre-trained models.
MoveSpace’s core mission is to integrate data labeling within the Web3 framework and create a data marketplace using BNB Greenfield’s decentralized storage and relayer network. This infrastructure seamlessly connects to BNB Chain, empowering efficient and secure data trading processes.
Accurate data labeling is essential for training high-quality AI models, but it can be a time-consuming and expensive process. MoveSpace uses BNB Smart Chain (BSC) to guarantee the integrity of their labeling results, and it uses BNB Greenfield as a storage solution to save their vectorDB. This could reduce the storage cost, protect their vector database (vectorDB) from tampering, and guarantee the access control.
Furthermore, there is a vast amount of labeled data on the internet, like reCaptcha responses and user preferences for targeted advertisements. However, this data is often not recognized for its true value, and the users who contribute these “labels” are seldom rewarded.
MoveSpace addresses this challenge by implementing blockchain-based data labeling. This innovative approach ensures that users contributing to the labeling process receive rewards proportionate with their efforts. Not only does this guarantee the value of labeling, but it also fosters an incentive-rich environment that encourages the creation of high-quality labeled data.
NFPrompt, the first prompt artist platform in Web3, enables users to mint their imagination into AI-generated NFTs. It empowers users to become content creators, monetizing their AI-generated creations. With tools developed by NFPrompt, users can transform and express their ideas into AI-generated content as non-fungible prompts (NFPs), gaining incentives and rewards through Web3 technology.
Users of NFPrompt could use various AI models to generate their NFPs based on their ideas and creativities. And its marketplace mechanism helps users to manage their NFPs, such as pricing, listing, delisting etc, which make it easy to sell and purchase as NFTs.
NFPrompt integrates BNB Greenfield for decentralized data storage, alongside BSC and opBNB for enhanced Web3 transaction processing. Leveraging BNB Chain’s multi-chain solutions, it aims to offer seamless and gasless experiences, reducing entry barriers for non-Web3 users. This approach enables broader access to NFPrompt, allowing users to earn rewards from their creations with ease.
Glacier DeVector, a decentralized vector database, is built on BNB Greenfield and seamlessly integrates into the LangChain AI ecosystem. Utilizing BNB Greenfield for storing and distributing AI models ensures a traceable history.
- Scalable Vector Management: Glacier DeVector seamlessly expands to meet the growing demands of AI applications, capable of storing and managing vector data with efficiency.
- LLM Framework Compatible: Tailored database solution optimized for seamless integration with LLM frameworks, ensuring efficient storage and retrieval of complex vector data.
- Distributed Pipeline Automation: Utilizing BNB Greenfield distributed network, DeVector ensures secure, independent, and resilient operations for AI pipeline automation.
- Composability and Modularity: The modular design, empowered by opBNB rollup, enables seamless integration across diverse ecosystems, unleashing the potential of AI and Web3.
As you can see, multiple promising projects are working in the field of decentralized AI. However, what does the future look like in this field? What can we expect moving forward? We will learn all this and more in the fifth and final part of our series on Decentralized AI.