Article 12. Risk-Focused Principles for Change Control in Algorithmic Systems

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

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محتوای ارائه شده توسط Risk Insights: Yusuf Moolla. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Risk Insights: Yusuf Moolla یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

Spoken (by a human) version of this article.
With algorithmic systems, an change can trigger a cascade of unintended consequences, potentially compromising fairness, accountability, and public trust.

So, managing changes is important. But if you use the wrong framework, your change control process may tick the boxes, but be both ineffective and inefficient.

This article outlines a potential solution: a risk focused, principles-based approach to change control for algorithmic systems.

Resource mentioned in the article: ISA 315 guideline for general IT controls.

About this podcast
A podcast for Financial Services leaders, where we discuss fairness and accuracy in the use of data, algorithms, and AI.
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#MBA #Business #Risk Insights: Yusuf Moolla #Audit #Algorithms #Bias #Accuracy #Fair #Algorithm Governance #Algorithm Integrity #Ai Governance #Ai Assurance #Ai Audit