What is the Theoriq protocol that raised $10.2 million? How can you get involved? @TheoriqAI is a modular, composable AI agent base layer for machine learning and complex data-driven computing in Web3. Theoriq collaborates with leading Web3 protocols as a design partner, applying machine learning to DeFi, gaming, social, and data infrastructure.

Background and Team Theoriq is a company founded in 2022, initially launched as ChainML, focusing on developing a modular, composable AI agent base layer for Web3 (Theoriq Crunchbase). The team consists of AI researchers and engineers from Google, Dell, Teradata, and blockchain veterans from ConsenSys and Goldman Sachs. They completed the

Theoriq Protocol Detailed Explanation @TheoriqAI Protocol is a decentralized multi-agent system designed for AI-driven finance, allowing autonomous agents to collaborate, coordinate, and execute complex financial strategies on-chain (Token Metrics Research). Its architecture supports real-time adaptation to market conditions, and key features include:

Use Cases & Ecosystem @TheoriqAI’s first live use case is OLP Swarm (On-Chain Liquidity Provisioning), an autonomous, self-optimizing agent system that optimizes liquidity positions in DeFi protocols (Theoriq Blog). The agent uses real-time data, historical performance indicators, and predictive signals to execute high-precision liquidity strategies. For example: Imagine you are a trader trying to deal with volatile markets, manually checking DEX

Why swarm architecture is important The swarm architecture allows multiple agents to collaborate and perform complex tasks, similar to real-time collaboration of a team of experts. Compared with the concept of "collective" in the white paper, it is now uniformly called "swarm", which is consistent with AI industry terminology (such as OpenAI's definition). The aggregator agent aggregates signals from raw data and passes them to the strategy agent for decision-making; the evaluator and optimizer measure and optimize agent performance respectively, especially in DeFi

Key Partners @TheoriqAI works with the following partners to ensure technical support and data accuracy: The Graph Protocol: Signal and Observer Agents handle real-time data for liquidity pools such as Uniswap through integration with the Streamingfast team. Google Cloud and NVIDIA: Provide technical depth and strategic support in line with the current vision.

Engagement & Interaction Users can engage with @TheoriqAI in the following ways: Yapper Leaderboard: Tracks contributions and influence, recently reaching #2 on the PreTGE Kaito Leaderboard. Incentive Dashboard: Theoriq’s incentivized testnet launches in October 2024 and ends in January 2025.

Mission and Positioning @TheoriqAI's mission is to build the infrastructure of the agent economy, a decentralized real-time ecosystem where autonomous agents collaborate to unlock new financial possibilities in DeFi They are positioned as a leader in the development of the agent economy, emphasizing decentralized control, ensuring that intelligent systems serve the community rather than corporations, and are built publicly to maintain transparency.

Conclusion @TheoriqAI is reshaping the future of DeFi through AI agent swarms and decentralized protocols. They invite the community to participate and build a financial system that serves everyone. If you are interested in AI and blockchain, Theoriq provides an opportunity to participate.