The core concept of Theoriq is to use a group of AI agents working together, also known as an "AI Swarm", to solve some common and difficult problems in DeFi. @TheoriqAI for instance: 1. Scattered liquidity and low efficiency Funds in DeFi are often dispersed across various pools and protocols, resulting in poor efficiency and easy arbitrage. @TheoriqAI's AI will analyze market conditions in real-time, such as where funds are imbalanced or volatile, and automatically adjust strategies to make fund allocation smarter, with smaller slippage and overall more efficient. 2. Manual operation is slow and prone to errors Ordinary users still have to manually operate in DeFi, such as adjusting positions and adding liquidity, which is not only troublesome but also prone to problems. Theoriq's AI can operate these tasks on its own and continuously become smarter through learning. It can also predict risks in advance and reduce losses. 3. The market has changed and the response is not fast enough The DeFi market is constantly changing, and @ TheoriqAI's AI is divided and collaborative: some are responsible for collecting data, some are responsible for analyzing and judging, and some are responsible for executing operations. They can respond to the market very quickly, much faster than human hands. 4. There is no market maker for small projects, resulting in poor liquidity Theoriq's AI driven market making tool is particularly suitable for small projects, using algorithms to continuously optimize themselves, improve liquidity and return efficiency, and help small currencies become active. 5. It's too difficult for ordinary people to get started DeFi operations are too complex for many people to understand. AlphaSwarm, launched by Theoriq, is a chat style interface that allows users to complete complex operations with just a conversation, greatly reducing the threshold. 6. Decentralized governance is more transparent Many DeFi protocols are actually a bit 'pseudo decentralized'. Theoriq is truly pursuing decentralization, allowing AI and blockchain technology to collaborate, with every step traceable, transparent, and no black box operations. How can the underlying technology achieve these? There is a complete set of AI agent systems: those who collect data, perform analysis, formulate strategies, and execute operations, each performing their own duties. These AI will 'learn' on their own how to be more efficient (such as using reinforcement learning). The architecture is also very flexible, and developers can extend different strategies and functions like building blocks. What can we actually do? illustrate with examples • Predict the liquidation risk in the loan agreement, and adjust the position in advance to avoid liquidation; Automatically allocate funds among multiple vaults to help users maximize profits; Collaborate with data platforms like The Graph to drive intelligent decision-making with real-time on chain data. The Last Last @TheoriqAI is building an AI driven, automated, and decentralized DeFi new world, with lower entry barriers, higher efficiency, and better user experience. @KaitoAI