Eye On A.I. cover image

Eye On A.I.

#207 Noa Srebrnik: How to Mitigate AI Risk in High-Stakes Industries

Sep 15, 2024
47:23
Snipd AI
Noa Srebrnik, a specialist in mitigating AI risks in high-stakes industries, shares insights on using AI in finance and insurance. She explains how Citrusx.ai's platform enhances transparency, governance, and compliance through innovative synthetic data technology. The discussion covers the challenges of navigating fragmented AI regulations, particularly in light of the EU AI Act. Noa also emphasizes the importance of tailored AI solutions for risk management, advocating for collaboration and independent validation in an evolving regulatory landscape.
Read more

Podcast summary created with Snipd AI

Quick takeaways

  • Implementing tailored AI models for specific customer populations enhances accuracy and fairness in high-risk industries like finance and insurance.
  • Navigating the fragmented regulatory landscape in the U.S. necessitates robust compliance strategies to manage risks and maintain consumer trust.

Deep dives

Diverse Modeling Strategies

Organizations are recognizing that a single model may not effectively address the varied needs of different customer populations. By implementing a routing mechanism, businesses can direct specific populations to particular models tailored to their unique characteristics. This approach enhances accuracy and performance while maintaining fairness across diverse groups. It emphasizes the necessity for flexibility and adaptability in artificial intelligence strategies to ensure better outcomes in high-risk sectors like finance and insurance.

Get the Snipd
podcast app

Unlock the knowledge in podcasts with the podcast player of the future.
App store bannerPlay store banner

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode

Save any
moment

Hear something you like? Tap your headphones to save it with AI-generated key takeaways

Share
& Export

Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode