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How AI Can Undermine Financial Stability
As artificial intelligence (AI) makes inroads into the financial system, it exacerbates existing channels of instability and creates new ones. Let’s explore these dynamics:
- Malicious and Misinformed Use: AI can be exploited for fraudulent purposes, leading to market manipulation, insider trading, and cyberattacks. Misinformation generated by AI algorithms can mislead investors and destabilize confidence in financial markets.
- Misalignment and Evasion of Control: AI systems may operate in ways that diverge from their intended purpose due to biases, errors, or unforeseen interactions. Lack of human oversight can lead to unintended consequences, affecting market stability.
- Risk Monoculture and Oligopolies: The widespread adoption of similar AI models across financial institutions can create a risk monoculture. If these models fail simultaneously, systemic shocks may occur. Additionally, dominant AI providers could form oligopolies, concentrating power and introducing vulnerabilities.
- Economic Fragilities: AI vulnerabilities interact with economic fragilities such as incentive problems, incomplete contracts, and strategic complementarities. These interactions amplify risks and pose challenges to financial stability.