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As AI becomes more and more integrated into business operations, having strong governance structures in place 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, details the key elements 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, establishing clear accountability and creating culture of responsible innovation.
EPISODE NOTES
Timestamps
(00:00) – Presentation
(01:23) – Heather Domin's journey
(09:50) – Ethics of Open Source and AI
(12:48) – Generative AI and governance
(11:40 p.m.) – The future of responsible AI practices
(35:37) – Advice to the public
(37:31) – Reflecting on risk and hope in AI
Quotes
Heather Domin
/"I think each of us, individually, can look at our environment and figure out, you know, where can I make an impact? What problem can I help solve? What's the next thing I can really contribute to? /"
/"There are absolutely ways to automate, you know, rapid testing and a lot of routine tasks that you want to leverage in that way so that humans can actually focus on other things so they can focus about the critical thinking and kind of outside-the-box thinking that we want humans to focus on./"
Charna Parkey
/"I think it's hard for people who are going into it for the first time to get hope back if they've experienced something they should fear in the past. By that I mean groups that have been marginalized by other forms of technology are not going to start hoping with this new technology that uses their data without their permission../"
/"If for some reason I figured out in a month what that meant, I should be able to go back and revoke it and be like, no, actually, I don't want you to have that anymore. So I think that that would help people feel better./"
Check out Heather's article: On the ROI of Investing in AI Ethics and Governance 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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