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DeFi Operations Powered by AI: Risks and Opportunities

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by Giorgi Kostiuk

2 days ago


In recent years, the decentralized finance (DeFi) ecosystem has experienced significant changes, including the integration of artificial intelligence (AI) into its processes. This brings both opportunities and uncertainties that require the attention of the crypto community.

Transition to DeFAI

Since its inception, the DeFi ecosystem has been defined by innovation, from decentralized exchanges to lending protocols. The latest innovation is DeFAI, which harnesses AI to improve efficiency. AI agents can execute trades, manage risks, and participate in governance protocols based on large datasets. However, this new technology also carries risks.

New Vulnerabilities in Protocols

The integration of AI into decentralized protocols creates new attack vectors. For instance, AI agents can be susceptible to model manipulation or data poisoning, leading to unprofitable trades or draining funds from liquidity pools. If the agent's input data is compromised, this may not only lead to financial losses but could also exploit the entire system. The transparency and auditability inherent to traditional smart contracts are undermined.

Ensuring Security in the Era of DeFAI

It is important to remember that security in the DeFAI space is a shared responsibility. To minimize risks, it is essential to develop security standards that require developers, users, and third-party auditors to thoroughly check code, simulate scenarios, and ensure transparency. Current protocols need rigorous auditing and stress testing against attacks, as the introduction of AI must be accompanied by high standards of transparency and ethics.

Artificial intelligence in DeFi is not inherently unsafe, but it significantly differs from existing Web3 infrastructure. For the safe adoption of DeFAI, new approaches to security and transparency are needed within this technology.

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