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šŸ“° News: Could the adoption of AI in trading send us into a financial meltdown?

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 Big Tech

Adoption of AI in trading could lead to Financial crisis

TL;DR: Homogenous AI trading models could trigger a financial crash.

The head of the SEC, Gary Gensler, issued a warning about the rising use of AI systems in finance, suggesting they could potentially precipitate a financial crisis.

Why the concern:

1. Black Box decisions: The inner workings of AI models remain a mystery, making their buy or sell decisions inscrutable.

2. Similar Models: Significant risk of "model homogeneity" as companies utilize similar datasets to train their AI models, and many researchers share comparable educational and professional backgrounds.

Bigger Picture: The combination of uniform training datasets and consistent regulations on AI model outputs may result in financial models that yield similar predictions. For instance, if many AI trading systems simultaneously decide to sell a stock, it could catalyze a financial meltdown.

Insurance and banking institutions are now employing AI to assess the "creditworthiness" of applications, despite these models often having inherent biases and lacking decision-making transparency!

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