7 Early-Stage AI Projects That Integrate Web2, Web3, and AI Systems

output: I’m excited to share some promising protocols that I’ve discovered recently and believe are worth keeping an eye on.

In my earlier “Be Early” series of articles, I introduced you to projects such as @TopHat_One , @Duck_Chain , @Cortex_Protocol , and @Infinit_Labs .

These insights come primarily from @getmoni_io ’s Moni Discover tool, an intelligence platform that helps users discover early-stage protocols.

So what’s new on my January watch list? Let’s take a look!

Limitus: A new platform integrating Web2, Web3 and AI

@LimitusIntel is a decentralized AI-driven platform that focuses on integrating Web2, Web3, and AI systems into a unified ecosystem. It solves the current system fragmentation problem by enabling seamless collaboration between centralized Web2 applications, decentralized Web3 networks, and AI processes.

Limitus operates on three core levels:

Computational layer: Uses advanced language models and retrieval-augmented generation (RAG) technology to process and integrate Web2 and Web3 data in real time.

Orchestration layer: connects APIs, wallets, and networks into a unified framework to automate cross-system workflows.

Execution layer: All tasks are completed locally, ensuring user privacy while giving users full control over their devices and data.

Core application scenarios include:

Automated cross-chain DeFi strategies

Quick summary of token data

Efficient management of multi-chain wallets

Optimize your daily workflow

Through these features, Limitus provides an efficient and automated way of task management, which is applicable to multiple fields such as trading and improving work efficiency.

Limitus provides a practical solution that deeply combines decentralized systems with AI to simplify complex workflows and improve efficiency.

Currently, Limitus’ Token is online, and interested users can register to participate in its early beta version .

Related links : ? (Twitter) | Website | DEXScreener

Vaporware Fun: Hyperliquid-based AI agent launchpad

@vaporwarefun is a no-code platform for deploying and managing AI agents. The launchpad uses ai16z's Eliza framework, an open source tool that enables agents to interact seamlessly across various social media platforms and blockchains.

For agents launched through the Vapor platform, creators can choose to issue tokens for them on the @HyperliquidX EVM chain. Currently, the Hyperliquid EVM chain is still in the testnet stage and is expected to be officially launched in early 2025.

Related Links : ? (Twitter) | Website

Almanak: Leading the future of collaborative research

@Almanak__ provides a platform with AI agents at its core, dedicated to solving problems such as complexity, fragmented infrastructure, and unequal opportunities in the financial sector. Users can build, train, and deploy professional-level AI agents through the platform to develop and execute advanced financial strategies.

Almanak combines strategy development infrastructure with advanced AI technology to enable users to accurately design, optimize and execute financial strategies.

Platform features :

Non-Custodial: Users have full control over their assets and do not need to entrust their assets to a third party.

High security: The platform provides strong data and asset security protection.

Permissionless: Anyone can freely access and use the platform.

By simplifying the complex operations of DeFi and providing AI-driven financial intelligence, Almanak breaks the barriers of traditional institutions and enables more users to participate in the decentralized market.

Currently, the platform is online and in the testing phase.

Related Links : ? (Twitter) | Website

MyShell: Building the first decentralized AI consumer ecosystem

@myshell_ai is a decentralized AI consumer ecosystem platform that aims to connect consumers, AI agent creators, and open source researchers. Its goal is to promote the popularization of AI through a fair and open ecosystem, enabling users to create, share, and benefit from it.

Core features :

Open source AI models: including text-to-speech and large language models, focusing on promoting the application of open source technologies in AI development.

AI Agent Development Platform: By integrating multiple models, APIs and modular tools, it simplifies the development process of intelligent agents and facilitates seamless innovation.

Fair value distribution: Provide creators with diversified economic returns through platform incentives, commercial use revenue, sponsorship funds, and future blockchain integration.

MyShell's vision is to build a collaborative AI ecosystem where every contributor can receive fair recognition and rewards, and promote decentralized, innovative, and fair AI development.

Related Links: ? (Twitter) | Website

Neur: Solana’s Intelligent Assistant

@neur_sh is an open source application that combines advanced AI models like GPT-4 with blockchain technology to help users more easily interact in the Solana ecosystem.

Neur provides natural language understanding capabilities for DeFi, NFT, and Solana-