• Agentic AI in Finance: Smarter Models, Safer Decisions

  • 2025/03/08
  • 再生時間： 16 分
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Agentic AI in Finance: Smarter Models, Safer Decisions

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  • Can AI-powered teams replace traditional financial modeling workflows? This episode explores how agentic AI systems—where multiple specialized AI agents work together—are transforming financial services. Based on recent research, we break down how these AI "crews" tackle complex tasks like credit risk modeling, fraud detection, and regulatory compliance.

    We dive into the structure of these AI-driven teams, from model selection and hyperparameter tuning to risk assessment and bias detection. How do they compare to human-led processes? What challenges remain in ensuring fairness, transparency, and robustness in financial AI applications? Join us as we unpack the future of autonomous decision-making in finance.

    Source paper: https://arxiv.org/abs/2502.05439


    Original analysis by Hanane D. on LinkedIn:

    https://www.linkedin.com/posts/hanane-d-algo-trader_curious-about-how-agentic-systems-are-transforming-activity-7303759019653943296-SD7p?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAC-sCIBdYWLepIkTB7ZdnxPNfvEfrLi2z0
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あらすじ・解説

Can AI-powered teams replace traditional financial modeling workflows? This episode explores how agentic AI systems—where multiple specialized AI agents work together—are transforming financial services. Based on recent research, we break down how these AI "crews" tackle complex tasks like credit risk modeling, fraud detection, and regulatory compliance.

We dive into the structure of these AI-driven teams, from model selection and hyperparameter tuning to risk assessment and bias detection. How do they compare to human-led processes? What challenges remain in ensuring fairness, transparency, and robustness in financial AI applications? Join us as we unpack the future of autonomous decision-making in finance.

Source paper: https://arxiv.org/abs/2502.05439


Original analysis by Hanane D. on LinkedIn:

https://www.linkedin.com/posts/hanane-d-algo-trader_curious-about-how-agentic-systems-are-transforming-activity-7303759019653943296-SD7p?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAC-sCIBdYWLepIkTB7ZdnxPNfvEfrLi2z0
続きを読む 一部表示

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