
Market downturn: Which new AI projects are worth researching early?
TechFlow Selected TechFlow Selected

Market downturn: Which new AI projects are worth researching early?
Early project preview.
Author: Stacy Muur
Translation: TechFlow
I find it incredibly exciting to discover protocols before they become trending topics and share them with everyone.
In my earlier "Be Early" series, I introduced projects like @TopHat_One, @Duck_Chain, @Cortex_Protocol, and @Infinit_Labs.
These insights primarily come from @getmoni_io's Moni Discover tool—an intelligent platform that helps users uncover early-stage protocols.
So, what new discoveries have made it onto my January watchlist? Let’s dive in!
Limitus: A New Platform Merging Web2, Web3, and AI

@LimitusIntel is a decentralized, AI-driven platform focused on integrating Web2, Web3, and AI systems into a unified ecosystem. It addresses the fragmentation of current systems by enabling seamless collaboration between centralized Web2 applications, decentralized Web3 networks, and AI processes.
Limitus operates across three core layers:
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Compute Layer: Processes and integrates Web2 and Web3 data in real time using advanced language models and Retrieval-Augmented Generation (RAG) technology.
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Orchestration Layer: Connects APIs, wallets, and networks into a single framework, automating cross-system workflows.
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Execution Layer: All tasks are completed locally, ensuring user privacy while giving full control over devices and data.
Key use cases include:
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Automating cross-chain DeFi strategies
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Quickly summarizing token data
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Efficiently managing multi-chain wallets
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Optimizing daily workflows
With these capabilities, Limitus offers an efficient, automated approach to task management applicable to trading, productivity enhancement, and more.
Limitus provides a practical solution that deeply integrates decentralized systems with AI, simplifying complex workflows and boosting efficiency.
Limitus tokens are now live, and interested users can register for early access to its beta version.
Links: 𝕏 (Twitter) | Website | DEXScreener
Vaporware Fun: An AI Agent Launchpad Built on Hyperliquid

@vaporwarefun is a no-code platform dedicated to deploying and managing AI agents. The launchpad uses ai16z's Eliza framework—an open-source tool enabling agents to interact seamlessly across social media platforms and blockchains.
Agents launched via Vapor allow creators to issue tokens on @HyperliquidX's EVM chain. Currently in testnet, the Hyperliquid EVM chain is expected to go live in early 2025.
Links: 𝕏 (Twitter) | Website
Almanak: Pioneering the Future of Collaborative Research

@Almanak__ offers an AI agent-powered platform designed to tackle complexity, fragmented infrastructure, and unequal opportunities in finance. Users can build, train, and deploy professional-grade AI agents to develop and execute advanced financial strategies.
By combining strategy development infrastructure with cutting-edge AI, Almanak enables precise design, optimization, and execution of financial strategies.
Platform features:
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Non-Custodial: Full user control over assets—no third-party custody required.
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High Security: Robust protection for data and assets.
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Permissionless: Open and accessible to all users.
By simplifying complex DeFi operations and delivering AI-powered financial intelligence, Almanak breaks down traditional institutional barriers, enabling broader participation in decentralized markets.
The platform is currently live and in testing phase.
Links: 𝕏 (Twitter) | Website
MyShell: Building the First Decentralized AI Consumer Ecosystem

@myshell_ai is a decentralized AI consumer ecosystem aiming to connect consumers, AI agent creators, and open-source researchers. Its mission is to democratize AI through a fair and open ecosystem where users can create, share, and benefit.
Core features:
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Open-Source AI Models: Including text-to-speech and large language models, focusing on advancing open-source technologies in AI development.
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AI Agent Development Platform: Simplifies agent creation by integrating multiple models, APIs, and modular tools to enable seamless innovation.
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Fair Value Distribution: Offers diverse economic rewards to creators through platform incentives, commercial usage revenue, sponsorships, and future blockchain integration.
MyShell envisions a collaborative AI ecosystem where every contributor receives fair recognition and rewards, driving decentralized, innovative, and equitable AI advancement.
Links: 𝕏 (Twitter) | Website
Neur: Your Smart Assistant for Solana

@neur_sh is an open-source application that combines advanced AI models like GPT-4 with blockchain technology to simplify user interactions within the Solana ecosystem.
Neur offers natural language understanding tailored for DeFi, NFTs, and Solana-specific tasks, allowing users to easily manage wallets, track portfolios, and analyze NFT projects. Deeply integrated with native Solana protocols, Neur connects users to key platforms such as Jupiter (for DeFi trades), Magic Eden (for NFTs), and DexScreener (for market analysis).
Its intelligent agent system supports complex blockchain operations through an intuitive interface, making digital asset management more efficient and accessible. Neur bridges AI and blockchain, enabling smarter, smoother management of Solana assets.
Links: 𝕏 (Twitter) | Website | DEXScreener
Baos.fun: An AI-Powered Platform on Berachain

@baosdotfun is an AI-driven DeFi aggregation platform built on Berachain. It allows users to participate in Proof of Liquidity (PoL) mining via customized AI agents and earn the platform's native token, BGT. Interested users can currently register for the whitelist via the official website to gain early access.
Links: 𝕏 (Twitter) | Website
Soulgraph: Making AI Agents Feel More Human

@soulgra_ph is an agent infrastructure platform committed to making AI agents more human-like by equipping them with rich personalities, memory capabilities, and natural communication styles. The platform provides developers with three core tools:
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Soulscript: An open-source specification for defining agent personalities, enabling consistent behavior across platforms and allowing agents to think, react, and evolve based on user interactions.
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Soulgraph Memory: Persistent memory functionality that remembers conversations and continuously learns, building unique, personalized long-term relationships with users.
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Soulgraph Presence: Real-time communication infrastructure featuring voice calling and upcoming responsive avatars to make interactions more natural and engaging.
By standardizing agent behavior, memory, and expression, Soulgraph empowers developers to create reusable personality frameworks—transforming AI agents from simple tools into memorable virtual companions and fostering deeper emotional connections and broader adoption.
Links: 𝕏 (Twitter) | Website | DEXScreener
Disclaimer
This list includes projects that have already issued tokens. Please note that my inclusion of them does not constitute investment advice or an endorsement to purchase their tokens. These projects were selected based on their innovation, appeal of their smart accounts, and whether they go beyond merely leveraging AI buzzwords. Always conduct thorough research before investing.
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