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Article 3. Navigate Algorithm Audit Guidance: some aren't relevant to your context

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Sisällön tarjoaa Risk Insights: Yusuf Moolla. Risk Insights: Yusuf Moolla tai sen podcast-alustan kumppani lataa ja toimittaa kaiken podcast-sisällön, mukaan lukien jaksot, grafiikat ja podcast-kuvaukset. Jos uskot jonkun käyttävän tekijänoikeudella suojattua teostasi ilman lupaasi, voit seurata tässä https://fi.player.fm/legal kuvattua prosessia.

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 quite disparate.

This can make the audit process confusing, and quite daunting - how do you wade through it all to find the information that you need, in deciding how to commission your audit?

Fortunately, there is a solution - narrowing the guidelines down, based on relevance.

Not all existing guidelines are universally applicable. This can vary based on your situation, including:

  1. The specific context of your industry
  2. The nature of your deployment
  3. The characteristics of the system being audited
  4. Whether the audit is internal or external
  5. Who produces the guidance and for whom it is intended

This article will help you distinguish between audit guidance that applies to your situation and guidance that may not be relevant to your industry, deployment, or organizational needs.
https://riskinsights.com.au/blog/audit-guidance-context-matters

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).

  continue reading

27 jaksoa

Artwork
iconJaa
 

Fetch error

Hmmm there seems to be a problem fetching this series right now. Last successful fetch was on October 30, 2025 20:37 (1M ago)

What now? This series will be checked again in the next day. If you believe it should be working, please verify the publisher's feed link below is valid and includes actual episode links. You can contact support to request the feed be immediately fetched.

Manage episode 435765214 series 3594717
Sisällön tarjoaa Risk Insights: Yusuf Moolla. Risk Insights: Yusuf Moolla tai sen podcast-alustan kumppani lataa ja toimittaa kaiken podcast-sisällön, mukaan lukien jaksot, grafiikat ja podcast-kuvaukset. Jos uskot jonkun käyttävän tekijänoikeudella suojattua teostasi ilman lupaasi, voit seurata tässä https://fi.player.fm/legal kuvattua prosessia.

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 quite disparate.

This can make the audit process confusing, and quite daunting - how do you wade through it all to find the information that you need, in deciding how to commission your audit?

Fortunately, there is a solution - narrowing the guidelines down, based on relevance.

Not all existing guidelines are universally applicable. This can vary based on your situation, including:

  1. The specific context of your industry
  2. The nature of your deployment
  3. The characteristics of the system being audited
  4. Whether the audit is internal or external
  5. Who produces the guidance and for whom it is intended

This article will help you distinguish between audit guidance that applies to your situation and guidance that may not be relevant to your industry, deployment, or organizational needs.
https://riskinsights.com.au/blog/audit-guidance-context-matters

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).

  continue reading

27 jaksoa

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