What Is Model Risk? The Hidden Danger Behind Banking
The Industry Portal
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What Is Model Risk? The Hidden Danger Behind Banking
2 912 просмотров · 1 г. назад
The Industry Portal
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2 912 просмотров · 1 г. назад
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Every time a bank approves a loan, prices a complex product, or decides how much capital it needs to hold, there’s usually a model doing the heavy lifting behind the scenes. But what happens when those models are wrong?
In this video from The Industry Portal’s Finance Explainer Series, we break down Model Risk—what it is, how it affects banks, and why it’s such a critical topic for anyone working in finance, risk, or data. Whether you’re a banking professional, analyst, data scientist, or just curious about how modern financial systems work, this one’s for you.
✅ Here’s what you’ll learn:
What financial models are and how banks use them
The different ways model risk can emerge—from bad data to flawed design
How banks validate, monitor, and control model risk through MRM
Real-world consequences of getting it wrong (including the JPMorgan “London Whale”)
Why model risk affects everything from credit to capital to anti-money laundering
📊 Model risk in action:
What if a credit model overestimates who can repay a loan?
How do mispriced models lead to massive losses in market crashes?
Can machine learning models fail when the economy shifts?
With clear examples and practical insights, you’ll understand how model risk can quietly lead to poor decisions—and why strong controls are essential to keep banks safe, stable, and compliant.
👉 This is banking made simple—no jargon, no fluff. Just the real risks and the smart ways banks deal with them, explained clearly and practically.
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