topic Re: Scenario: Credit Rating Agencies and the Subprime Crisis in Trustworthy AI

Scenario: Credit Rating Agencies and the Subprime Crisis

CatTruxillo — Tue, 19 Mar 2024 19:55:38 GMT

This is a discussion forum for the activities in the Robustness module of the Free SAS e-learning course, Responsible Innovation and Trustworthy AI.

Scenario: Credit Rating Agencies and the Subprime Crisis

Consider This:

Can a risk reduction strategy, like insurance contracts, actually increase risk?

How does independent oversight improve robustness?

Please share your ideas in this discussion.

Re: Scenario: Credit Rating Agencies and the Subprime Crisis

DavidGould — Fri, 03 Jan 2025 19:22:13 GMT

If I was the insurance company, I would have to blame my own lack of foresight in crafting policy exclusions. These exclusions would in turn have made the policy holder more cautious.

Re: Scenario: Credit Rating Agencies and the Subprime Crisis

CarlosBarrera — Mon, 03 Feb 2025 17:04:13 GMT

Actually yes, because is delegating the risk to other actors. Without the proper oversight of the whole process, one by one case can be underestimated.

Re: Scenario: Credit Rating Agencies and the Subprime Crisis

FRCARO — Mon, 21 Jul 2025 15:21:52 GMT

Independent oversight can improve robustness using model to simulate the situations.

Re: Scenario: Credit Rating Agencies and the Subprime Crisis

jomana-khatib — Fri, 01 Aug 2025 13:05:10 GMT

Can a risk reduction strategy, like insurance contracts, actually increase risk?

Yes. While insurance is designed to reduce risk, it can increase risk if used irresponsibly. In the 2008 financial crisis, firms relied on insurance to cover high-risk mortgage loans, assuming they were protected. This encouraged risky behavior, such as issuing subprime loans without proper checks. When claims surged, insurers couldn’t pay, leading to widespread collapse. So, a risk reduction strategy can backfire if it encourages complacency or risky actions.

How does independent oversight improve robustness?

Independent oversight ensures that financial practices are transparent, accountable, and follow regulations. It helps detect and correct risky behavior before it escalates. Oversight introduces checks and balances, such as audits, regulations, and reporting standards, that reduce the chance of systemic failure. Without oversight, organizations may act in self-interest, overlook critical risks, or exploit loopholes, weakening system robustness

To sum up, while risk reduction tools like insurance can help manage uncertainty, they can also create more risk if misused or unchecked. Independent oversight plays a vital role in maintaining system robustness by enforcing accountability and preventing excessive risk-taking.