Algorithm Integrity Matters: for Financial Services leaders, to enhance fairness and accuracy in data processing
Insights for financial services leaders who want to enhance fairness and accuracy in their use of data, algorithms, and AI.
Each episode explores challenges and solutions related to algorithmic integrity, including discussions on navigating independent audits.
The goal of this podcast is to give leaders the knowledge they need to ensure their data practices benefit customers and other stakeholders, reducing the potential for harm and upholding industry standards.
- Update frequency
- every 6 days
- Average duration
- 11 minutes
- Episodes
- 27
- Years Active
- 2024 - 2025
Article 6. Balancing Security and Access for increased algorithmic integrity
Spoken (by a human) version of this article.
When we talk about security in algorithmic systems, it's easy to focus solely on keeping the bad guys out.
But there's another side to this coin that's just…
Article 5. Equal vs Equitable: Algorithmic Fairness
Spoken (by a human) version of this article.
Fairness in algorithmic systems is a multi-faceted, and developing, topic.
In episode 4, we explored ten key aspects to consider when scoping an algorithm i…
Article 4. Structuring the Audit Objective: 10 Key Aspects of Algorithm Integrity
Spoken (by a human) version of this article.
In Episode 1, we explored the challenges of placing undue reliance on audits.
One potential solution that we outlined is a clear scope, particularly regardi…
Article 3. Navigate Algorithm Audit Guidance: some aren't relevant to your context
Spoken (by a human) version of this article.
AI and algorithm audits help ensure ethical and accurate data processing, preventing harm and disadvantage.
However, the guidelines are not yet mature, and …
Article 2. Choice vs obligation: motivation shapes the effectiveness of your review
Spoken (by a human) version of this article.
The motivation(s) for commissioning a review can determine how effective it will be.
Consider a personal health check-up:
- Sometimes we undergo medical check-…
Article 1. How reliable is the algorithm review that you have commissioned?
Spoken (by a human) version of this article.
One common issue with audits is undue reliance.
Can you rely on the audit report to tell you what you need to know?
Could you be relying on it too much?
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0. Introduction
A brief intro to the podcast.
If you have suggestions for topics you'd like me to cover, feel free to reach out to me via email. [email protected]
About this podcast
A podcast for Financial Serv…