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Article 23. Algorithmic System Integrity: Testing

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Indhold leveret af Risk Insights: Yusuf Moolla. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af Risk Insights: Yusuf Moolla eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

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TL;DR (TL;DL?)

  • Testing is a core basic step for algorithmic integrity.
  • Testing involves various stages, from developer self-checks to UAT. Where these happen will depend on whether the system is built in-house or bought.
  • Testing needs to cover several integrity aspects, including accuracy, fairness, security, privacy, and performance.
  • Continuous testing is needed for AI systems, differing from traditional testing due to the way these newer systems change (without code changes).

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 episoder

Artwork
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Fetch error

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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 467744728 series 3594717
Indhold leveret af Risk Insights: Yusuf Moolla. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af Risk Insights: Yusuf Moolla eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

Spoken by a human version of this article.

TL;DR (TL;DL?)

  • Testing is a core basic step for algorithmic integrity.
  • Testing involves various stages, from developer self-checks to UAT. Where these happen will depend on whether the system is built in-house or bought.
  • Testing needs to cover several integrity aspects, including accuracy, fairness, security, privacy, and performance.
  • Continuous testing is needed for AI systems, differing from traditional testing due to the way these newer systems change (without code changes).

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 episoder

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