Algorithm Integrity Matters: for Financial Services leaders, to enhance fairness and accuracy in data processing

Article 16. Algorithmic System Accuracy Reviews – Choosing the Right Approach


Listen Later

Spoken (by a human) version of this article.

  • Outcome-focused accuracy reviews directly verify results, offering more robust assurance than process-focused methods.
  • This approach can catch translation errors, unintended consequences, and edge cases that process reviews might miss.
  • While more time-consuming and complex, outcome-focused reviews provide deeper insights into system reliability and accuracy.

This article explains why verifying outcomes is preferred over tracing through processes, and how it works.

To subscribe to the weekly articles: https://riskinsights.com.au/blog#subscribe

About this podcast

A podcast for Financial Services leaders, where we discuss fairness and accuracy in the use of data, algorithms, and AI.

Hosted by Yusuf Moolla.
Produced by Risk Insights (riskinsights.com.au).

...more
View all episodesView all episodes
Download on the App Store

Algorithm Integrity Matters: for Financial Services leaders, to enhance fairness and accuracy in data processingBy Risk Insights: Yusuf Moolla