In recent times, there has been a significant revival of interest in AI (Artificial Intelligence), a technology that has been widely debated, explored, and studied for a long time. Both individuals and organizations are now excited to harness its enormous potential, considering how it can revolutionize all traditional methods of doing things. In addition to other industries, the blockchain and DeFi sector is also poised to see numerous advancements as a result of the ground-breaking solutions that AI brings to the table.
In this article, we will discuss how Artificial Intelligence can revolutionize DeFi services and some of its possible limitations.
What are AI and DeFi?
DeFi or decentralized finance refers to a decentralized, transparent, and permissionless financial ecosystem built on blockchain networks. Contrary to the traditional financial system, the core DeFi concept is to extend financial services to anyone with an internet connection, without any central supervision. Under the DeFi umbrella, users can easily access all financial facilities, keep full control over their assets, and benefit from p2p interactions and decentralized apps (dApps).
Artificial Intelligence is another innovative technology that points toward the capability of machines or computers to simulate human intelligence. AI systems are fed with huge amounts of training data, patterns, and examples that are then used to generate real lifelike results. Some common applications of AI include speech recognition, chatbots, machine vision, AI-powered assistants, automated vehicles, and personalized learning among many more.
How can these two technologies complement each other?
The wondrous realm of Artificial Intelligence has spread its wings across a multitude of industries, and decentralized finance is no exception.
The DeFi sector is expanding exponentially and welcoming billions of dollars in investments; however, with growth comes various challenges. From security risks to fierce competition, DeFi has faced obstacles that demand innovative solutions. Luckily, AI can address these issues head-on, offering high-quality, automated, user-friendly, and efficient financial solutions. With its incredible range of applications, AI can unlock new possibilities and reshape the way we approach DeFi.
AI use cases in DeFi
Here are some of the exciting ways in which AI can redefine the ways we engage with the DeFi ecosystem:
AI can analyze heaps of historical information and previous trends to create a predictive model regarding future market direction. While AI tools have long been used in the forex and stock trading sector for this purpose, they can also be leveraged to enhance the functionality of DeFi applications like DEXs and lending platforms.
With augmented analytical skills, AI can support DeFi users to enjoy better portfolio management, and even automated trading. It’s worth noting that the incorporation of machine learning in AI can ignite a revolution in its predictive prowess, leading to even more significant developments in the field.
Personalized investment advice
By taking into account factors such as their financial objectives, risk appetite, and past performance, AI applications can offer tailored recommendations to users. This can facilitate participants in optimizing returns and slashing risks according to their specific circumstances.
Automation of smart contracts
The operational logic of smart contracts is primarily based on pre-programmed rules and inputs. The integration of AI technology can significantly enhance their efficacy and adaptability; AI-powered smart contracts can utilize advanced technologies like neural graphs and logical systems to generate and execute contracts based on data analysis.
There are two distinct ways in which AI and DeFi smart contracts can be used together, firstly, in negotiating agreement terms for the involved parties, and secondly, in regulating the self-executing feature of smart contracts.
AI can be leveraged to enhance the efficiency of compliance procedures, like Know Your Customer (KYC) and Anti-money Laundering (AML), via automation.
The DeFi landscape is fraught with an array of risks, including but not limited to rug-and-pull scams, phishing, and market manipulation. Fortunately, there is a potential solution in the form of utilizing AI technology to detect and handle these risks in real time. By using AI algorithms, DeFi protocols can swiftly identify and respond to potential threats, thereby mitigating potential damage.
Additionally, AI can help to pinpoint fake trading volumes, suspicious liquidity movements, and other fraudulent activities through sophisticated data monitoring techniques.
Possible negative impacts of AI in DeFi
While AI can bring an array of benefits to DeFi services, there are also some vulnerabilities in this equation that need to be considered.
- Considering the relatively new emergence of cryptocurrencies and DeFi when compared to traditional markets, AI algorithms can only be trained on a limited amount of available data. Therefore, it’s important to recognize that this restricted training can result in biased or skewed outcomes.
- As scammers constantly seek new access points, AI can introduce even more security risks. Given the blockchain and DeFi industry’s susceptibility to hacking attacks, the use of automated tools such as AI may exacerbate an already precarious situation.
- The regulation of the DeFi ecosystem is quite a formidable task due to its decentralized and unique nature. And it might become even more complex if automated, AI actors were to be involved.
What misconceptions exist about the role of AI in DeFi?
Although AI incorporates a massive potential to transform the DeFi sphere, we should remain realistic about its extent of scope. Misunderstandings about the role of AI in DeFi already exist, and they may also infuse into the DeFi world.
One of the most common notions is that AI will eventually supplant the need for human decision-making. As artificial intelligence continues to advance, fascinating debates continue about the future of our decision-making potential compared to the bots. However, we should remember that AI definitely needs “human intervention” to exhibit optimal results. As a matter of fact, it cannot completely overtake the real mind’s capabilities.
Moreover, it is an ill-perceived fact that AI can solve every conceivable problem in the DeFi space. Although it extends significant benefits and substantially promotes efficiency, blindly relying on AI can backfire and unleash a host of new issues.
As discussed in the article, AI can indeed revamp the ways in which we access DeFi, streamlining the decentralized financial procedures completely. Nonetheless, it is crucial to remain aware of the challenges surrounding AI and DeFi while diligently treading on these waters in order to fully benefit from their combined potential.