⚡️ Friends, in decentralized finance (DeFi), traders and developers have been pursuing more efficient and intelligent operational methods.
Theoriq AI's launch of AlphaSwarm is a disruptive technology. It is not a single trading robot but a collective of AI-driven agents that function like an efficient "financial brain," autonomously making decisions and collaborating to execute.
Traditional DeFi trading strategies often require complex smart contracts or scripts, but AlphaSwarm allows users to input strategies in natural language, such as "Buy when ETH price rises by 3%." The agent collective can understand the intent, monitor the market in real-time, and execute operations across multiple chains like Ethereum and Solana without coding background, providing a professional-level trading experience.
The core of AlphaSwarm lies in the collaboration of the agent collective. The system automatically combines agents with different roles, such as data analysis, strategy generation, and execution, based on tasks. Decision-making is formed through voting and adaptive strategies. This collective intelligence improves efficiency and makes strategy execution more robust and flexible.
In a rapidly changing market, AlphaSwarm continuously optimizes strategies through reinforcement learning and evaluates agent performance using on-chain reputation systems. Agents with poor performance or violations are penalized, ensuring the entire group remains reliable and secure even in high-risk environments.
Developers can build and register agents via the AlphaSwarm SDK, allowing them to perform tasks independently or collaborate with ecosystem agents like AlphaVault, enabling complex capital management and liquidity optimization. Every operation is transparently recorded on the blockchain, forming a traceable execution chain.
AlphaSwarm was launched on the testnet in February 2025, simulating over 2.1 million wallets and 65 million AI requests. It officially went live on the mainnet in July, leveraging the Alpha Protocol to enhance liquidity management capabilities. Its emergence signifies that DeFi is no longer just about manual operations and strategy tracking but has entered a new era of autonomous agents working collaboratively for mutual benefit.
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