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As AI becomes more integrated into business operations, adopting robust governance structures is no longer an option. But what does effective AI governance look like in practice? In this episode, Dr. Heather Domin, a leading expert in AI ethics and governance, explains the key components of a successful AI governance framework. Heather walks us through the opportunities and challenges presented by this transformative technology. Learn about the importance of responsible adoption practices, the role of governance structures, the need for continuous feedback loops, and how to align AI initiatives with organizational values, establish clear responsibilities, and create a culture of responsible innovation.
EPISODE NOTES
time stamp
(00:00) – Introduction
(01:23) – Heather Domin's journey
(09:50) – Open Source and AI Ethics
(12:48) – Generative AI and Governance
(23:40) – Future of responsible AI practices
(35:37) – Advice for the audience
(37:31) – Reflections on risks and hope in AI
Quotes
Heather Domin
"I think that each of us can individually examine our environment and understand: Where can I make a difference? What problem can I help solve? What is the next thing that I can really contribute to?"
"There are certainly opportunities to automate the timely testing and a lot of the routine tasks, and you want to use automation in that way to free people up to focus on other things, so they can focus on the critical thinking and the outside-the-norm thinking that we want people to focus on."
Charna Parkey
"I think it's hard for people who are coming into this for the first time to get their hopes up when they've experienced something in the past that they should be afraid of. What I mean by that is that groups that have been marginalized by other forms of technology are not going to get their hopes up when faced with this new technology that uses their data without their permission."
"If for some reason within a month I understood what that meant, I should be able to go back and revoke it and say, 'No, I actually don't want you to have that anymore.' I think that would help people feel better."
Check out Heather's article: On the ROI of AI Ethics and Governance Investments https://cmr.berkeley.edu/2024/07/on-the-roi-of-ai-ethics-and-governance-investments-from-loss-aversion-to-value-generation/
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