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

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Manage episode 453207773 series 3594717
Konten disediakan oleh Risk Insights: Yusuf Moolla. Semua konten podcast termasuk episode, grafik, dan deskripsi podcast diunggah dan disediakan langsung oleh Risk Insights: Yusuf Moolla atau mitra platform podcast mereka. Jika Anda yakin seseorang menggunakan karya berhak cipta Anda tanpa izin, Anda dapat mengikuti proses yang diuraikan di sini https://id.player.fm/legal.

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.

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

19 episode

Artwork
iconBagikan
 
Manage episode 453207773 series 3594717
Konten disediakan oleh Risk Insights: Yusuf Moolla. Semua konten podcast termasuk episode, grafik, dan deskripsi podcast diunggah dan disediakan langsung oleh Risk Insights: Yusuf Moolla atau mitra platform podcast mereka. Jika Anda yakin seseorang menggunakan karya berhak cipta Anda tanpa izin, Anda dapat mengikuti proses yang diuraikan di sini https://id.player.fm/legal.

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.

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

19 episode

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