This Podcast is created and curated by Deepak Jayaraman (an Executive Coach and a Leadership Advisor). He lives in Mumbai and works with successful Senior Executives by helping them play to their unique potential but with a sharp focus on transitions (business or career). Just like businesses need to think about "where to play" and "how to win", leaders need to be coherent about "where to go" and "how to grow" in their journeys. Deepak works with them during pivotal moments to help them with ...
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Olivia Duffey and BDO USA에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Olivia Duffey and BDO USA 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
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How Technology Enablement Can Magnify A Positive Impact on Audit Quality
Manage episode 387846168 series 2910096
Olivia Duffey and BDO USA에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Olivia Duffey and BDO USA 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
Key Takeaways:
- Using AI and predictive capability is not new but generative AI brings AI to the mainstream due to its human-like communication and ease of accessibility to companies of all sizes.
- For boards to properly oversee AI risk, they need to require management to establish a model risk management process along with a model risk governance framework around AI implementation that includes standardization of algorithms, governance and ethical considerations as well as validation of data inputs and outputs.
- Moving to AI changes the human role and underscores the need for a strong risk culture and exercising of healthy skepticism to contend with potential bias, complexity and lack of integrity within both data sets and AI algorithms.
- Underlying data sets must be of high quality and representative of population they are intending to serve – free from bias, properly labeled and annotated.
- Boards, management and auditors will need to continue to stay apprised of what is sure to be a continually evolving standard setting and rule-making environment as technologies continue to evolve.
83 에피소드
Manage episode 387846168 series 2910096
Olivia Duffey and BDO USA에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Olivia Duffey and BDO USA 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
Key Takeaways:
- Using AI and predictive capability is not new but generative AI brings AI to the mainstream due to its human-like communication and ease of accessibility to companies of all sizes.
- For boards to properly oversee AI risk, they need to require management to establish a model risk management process along with a model risk governance framework around AI implementation that includes standardization of algorithms, governance and ethical considerations as well as validation of data inputs and outputs.
- Moving to AI changes the human role and underscores the need for a strong risk culture and exercising of healthy skepticism to contend with potential bias, complexity and lack of integrity within both data sets and AI algorithms.
- Underlying data sets must be of high quality and representative of population they are intending to serve – free from bias, properly labeled and annotated.
- Boards, management and auditors will need to continue to stay apprised of what is sure to be a continually evolving standard setting and rule-making environment as technologies continue to evolve.
83 에피소드
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