56. Cathy O'Neil, Algorithm Auditor, Author of WMathD

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

Inhoud geleverd door Risk Insights, Yusuf Moolla, Conor McGarrity, Risk Insights, Yusuf Moolla, and Conor McGarrity. Alle podcastinhoud, inclusief afleveringen, afbeeldingen en podcastbeschrijvingen, wordt rechtstreeks geüpload en geleverd door Risk Insights, Yusuf Moolla, Conor McGarrity, Risk Insights, Yusuf Moolla, and Conor McGarrity of hun podcastplatformpartner. Als u denkt dat iemand uw auteursrechtelijk beschermde werk zonder uw toestemming gebruikt, kunt u het hier beschreven proces https://nl.player.fm/legal volgen.

1+ y ago 44:06

MP3•Thuis aflevering

Our guest is Cathy O'Neil, author of Weapons of Math Destruction: how big data increases inequality and threatens democracy.
Cathy joined us to discuss critical aspects for auditors to consider, including:

The human element: why understanding 'for whom an algorithm might fail' is more important than the detailed technical design of an algorithm.
Algorithm testing: the importance of post-deployment testing to ensure there are no unintended adverse outcomes.
Setting standards: the need for industry-wide standards so that regulators can ensure there is no bias or discrimination in how algorithms operate.
Laggers and leaders: the four big industries/domains using algorithms that need to step up audit in their space and how law-makers and regulators are catching up.
Emerging AI, e.g. language models/chatbots - why trust by users is key, and the pros and cons of using these models.

Links

Cathy's company, ORCAA
Weapons of Math Destruction (book)

About this podcast
The podcast for performance auditors and internal auditors that use (or want to use) data.
Hosted by Conor McGarrity and Yusuf Moolla.
Produced by Risk Insights (riskinsights.com.au).

59 afleveringen

#MBA #Business #Internal Audit #Performance Audit #Data In Audit #Data Governance In Audit #Auditviz #Visualization In Audit #Machine Learning In Audit #Full Population Analytics For Audit #Government #Risk Insights

56. Cathy O'Neil, Algorithm Auditor, Author of WMathD

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

12 subscribers

published 1+ y ago

MP3•Thuis aflevering

The human element: why understanding 'for whom an algorithm might fail' is more important than the detailed technical design of an algorithm.
Algorithm testing: the importance of post-deployment testing to ensure there are no unintended adverse outcomes.
Setting standards: the need for industry-wide standards so that regulators can ensure there is no bias or discrimination in how algorithms operate.
Laggers and leaders: the four big industries/domains using algorithms that need to step up audit in their space and how law-makers and regulators are catching up.
Emerging AI, e.g. language models/chatbots - why trust by users is key, and the pros and cons of using these models.

Links

Cathy's company, ORCAA
Weapons of Math Destruction (book)

59 afleveringen

Alle afleveringen

Welkom op Player FM!

Player FM scant het web op podcasts van hoge kwaliteit waarvan u nu kunt genieten. Het is de beste podcast-app en werkt op Android, iPhone en internet. Aanmelden om abonnementen op verschillende apparaten te synchroniseren.

Luister naar 500+ onderwerpen

Overeenkomstig met Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

Podcasts die het beluisteren waard zijn

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data « » 56. Cathy O'Neil, Algorithm Auditor, Author of WMathD

56. Cathy O'Neil, Algorithm Auditor, Author of WMathD

Podcasts die het beluisteren waard zijn

Welkom op Player FM!

Overeenkomstig met Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data

Korte handleiding

Auditing with data: for Performance Auditors and Internal Auditors that use (or want to use) data « »
56. Cathy O'Neil, Algorithm Auditor, Author of WMathD