Using Generative AI in Risk Assessment

Generative artificial intelligence is shaping how people search for information and made decisions, including many decisions about risk. How can we safely and effectively utilize AI to help us assess these risks?

What is this project about?

AI is well integrated into the risk management of technical and financial systems, where factors can easily be quantified. We are working to discover the benefits and pitfalls of AI in decision making when the states are high.

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Why is this important?

When used improperly, AI can amplify risk instead of reducing it. In high-stakes environments—such as national security, healthcare, and public safety—decisions often rely on context, human judgment, and nuanced qualitative data that AI may misinterpret or overlook. If we treat AI-generated insights as infallible, we risk making critical decisions based on incomplete, biased, or misunderstood information.

Without clear guidelines, AI systems may be trusted too quickly, used inappropriately, or embedded in decision processes without proper oversight. This can lead to cascading failures, erosion of public trust, and serious harm. That’s why it is essential to establish robust, practical frameworks that ensure AI is used responsibly, transparently, and with proper human evaluation—especially when lives, livelihoods, or national interests are on the line.

Where can it be applied?

What are this results?

This project is still in progress.

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Research You Can Rely On

Did you know that many research findings are manipulated—or even outright false? Some estimates suggest that up to 90% of published research may be unreliable. Meanwhile, more than $167 billion in taxpayer money is spent annually on research and development.

At BRITE Institute, we believe research should do more than just look credible. It should be credible. That’s why we go above and beyond typical standards with rigorous practices that ensure honesty, transparency, and accuracy at every step. Below are just some of the ways we safeguard the integrity of our work:

Honest Statistics

BRITE Institute never p-hacks or manipulates data to achieve a desired outcome. If a paper relies on complex statistical analyses, we use an external statistician to ensure objectivity and validity.

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Open and Transparent

BRITE Institute prioritizes transparency at every stage of the research process. Whenever possible, we publish our full data sets and use open access publishing.

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Impact Centered

BRITE Institute does not publish for the sake of publishing. Our research is built with end-users in mind—whether it’s policy-makers, engineers, or community leaders—ensuring that findings are not only trustworthy but also actionable.

FaqS

Frequently Asked Questions

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What does BRITE Institute do?

BRITE Institute is a research and development nonprofit organization dedicated to advancing the science of risk. We conduct both basic and applied research. We also develop tools and technologies to improve risk management. Id sed montes.

Is BRITE Institute a 501(c)(3) organization?

Yes, BRITE Institute is proud to be recognized as a 501(c)(3) nonprofit organization. All donations to BRITE Institute are tax deductible.

What kind of research does BRITE Institute do?

Our research includes basic studies for understanding complex system risks and applied studies for developing effective risk management technologies.

Why should we trust BRITE Institute?

As a public charity, we believe we need to go above and beyond to earn and keep your trust. We have adopted a four pillar framework which goes far above and beyond what is required by law. Our four pillars of integrity are: independent audits, transparency, expert oversight, and compliance These pillars guide our operations and are central to maintaining the highest standards of integrity and effectiveness in our work. You can read more about our governance here.

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Is there a way I can support BRITE Institute if I cannot afford to make a donation?

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How can I contact BRITE Institute?

We welcome your queries and interest. You can reach out to us via email at info@briteinstitute.org or through our website's contact page.

Where are you located?

BRITE Institute's headquarters is in Arizona, but we are a remote team with team members across the USA and the world. You can find more detailed information about our operations here and state specific donation disclosures here.

What is this research about?

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Using Generative AI in Risk Assessment

What is this project about?

Why is this important?

Where can it be applied?

What are this results?