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

Indhold leveret af Risk Insights, Yusuf Moolla, Conor McGarrity, Risk Insights, Yusuf Moolla, and Conor McGarrity. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af Risk Insights, Yusuf Moolla, Conor McGarrity, Risk Insights, Yusuf Moolla, and Conor McGarrity 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.

3y ago 44:06

MP3•Episode hjem

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 episoder

#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

published 3y ago

Del

MP3•Episode hjem

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 episoder

Alle episoder

Velkommen til Player FM!

Player FM is scanning the web for high-quality podcasts for you to enjoy right now. It's the best podcast app and works on Android, iPhone, and the web. Signup to sync subscriptions across devices.

Lyt til 500+ emner

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

Podcasts der er værd at lytte til

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 der er værd at lytte til

Velkommen til Player FM!

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

Hurtig referencevejledning

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