Alice Xiang's guest appearances

Alice Xiang

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

Connected Social Media

Intel

Women in AI

Intel on AI

The AI with Maribel Lopez (AI with ML)

Sara Hooker

Cornelia Davis

Rana El Kaliouby

Sarah Jarvis

Kate Taylor

Heidi Williams

Don White

Wendy Gonzalez

Alicia Kavelaars

Maribel Lopez

Danielle Deibler

Franziska Meier

Inmar Givoni

Brigitte Gosselink

Natacha Mainville

OwlTail

Today we’re joined by Alice Xiang, Lead Research Scientist at Sony AI, and Global Head of AI Ethics at Sony Group Corporation. In our conversation with Alice, we discuss the ongoing debate between privacy and fairness in computer vision, diving into the impact of data privacy laws on the AI space while highlighting concerns about unauthorized use and lack of transparency in data usage. We explore the potential harm of inaccurate AI model outputs and the need for legal protection against biased AI products, and Alice suggests various solutions to address these challenges, such as working through third parties for data collection and establishing closer relationships with communities. Finally, we talk through the history of unethical data collection practices in CV and the emergence of generative AI technologies that exacerbate the problem, the importance of operationalizing ethical data collection and practice, including appropriate consent, representation, diversity, and compensation, and the need for interdisciplinary collaboration in AI ethics and the growing interest in AI regulation, including the EU AI Act and regulatory activities in the US.The complete show notes for this episode can be found at twimlai.com/go/637.

Today we’re joined by Alice Xiang, Lead Research Scientist at Sony AI, and Global Head of AI Ethics at Sony Group Corporation. In our conversation with Alice, we discuss the ongoing debate between privacy and fairness in computer vision, diving into the impact of data privacy laws on the AI space while highlighting concerns about unauthorized use and lack of transparency in data usage. We explore the potential harm of inaccurate AI model outputs and the need for legal protection against biased AI products, and Alice suggests various solutions to address these challenges, such as working through third parties for data collection and establishing closer relationships with communities. Finally, we talk through the history of unethical data collection practices in CV and the emergence of generative AI technologies that exacerbate the problem, the importance of operationalizing ethical data collection and practice, including appropriate consent, representation, diversity, and compensation, and the need for interdisciplinary collaboration in AI ethics and the growing interest in AI regulation, including the EU AI Act and regulatory activities in the US. The complete show notes for this episode can be found at <a href="http://twimlai.com/go/637" rel="nofollow" target="_blank">twimlai.com/go/637</a>.

Privacy vs Fairness in Computer Vision with Alice Xiang - #637

Alice Xiang is  the Head of AI Ethics Office the AI Ethics Office in Sony Group Corporation, and also leads the AI Ethics Research Flagship in Sony AI. She joined Sony AI after working as the Head of Fairness, Transparency, and Accountability Research at the Partnership on AI. A lawyer and statistician by trade, Alice’s work sits at the intersection of social justice and AI. Alice is recognized as one of the 100 Brilliant Women in AI Ethics.  In this podcast we discuss the discuss the growing focus on AI Ethics among technology companies.  Follow us on social at: Alice Xiang https://twitter.com/alicexiang and  https://www.linkedin.com/in/alice-xiang-3832aa18/Maribel Lopezhttps://twitter.com/MaribelLopez &amp; https://www.linkedin.com/in/maribellopez/For advanced show notes, articles and research, please subscribe to my weekly podcast newsletter at http://eepurl.com/hWzLu9

<a href="https://ai.sony/blog/blog-005/" rel="nofollow" target="_blank">Alice Xiang</a> is  the Head of AI Ethics Office the AI Ethics Office in Sony Group Corporation, and also leads the AI Ethics Research Flagship in Sony AI. She joined Sony AI after working as the Head of Fairness, Transparency, and Accountability Research at the Partnership on AI. A lawyer and statistician by trade, Alice’s work sits at the intersection of social justice and AI. Alice is recognized as one of the <a href="https://100brilliantwomeninaiethics.com/the-list/of-2021/" rel="nofollow" target="_blank">100 Brilliant Women in AI Ethics</a>.  In this podcast we discuss the discuss the growing focus on AI Ethics among technology companies.  Follow us on social at: Alice Xiang <a href="https://twitter.com/alicexiang" rel="nofollow" target="_blank">https://twitter.com/alicexiang</a> and  <a href="https://www.linkedin.com/in/alice-xiang-3832aa18/" rel="nofollow" target="_blank">https://www.linkedin.com/in/alice-xiang-3832aa18/</a> Maribel Lopez <a href="https://twitter.com/MaribelLopez" rel="nofollow" target="_blank">https://twitter.com/MaribelLopez</a> &amp; <a href="https://www.linkedin.com/in/maribellopez/" rel="nofollow" target="_blank">https://www.linkedin.com/in/maribellopez/</a> For advanced show notes, articles and research, please subscribe to my weekly podcast newsletter at <a href="http://eepurl.com/hWzLu9" rel="nofollow" target="_blank">http://eepurl.com/hWzLu9</a>

#3. Alice Xiang of Sony AI on the Importance of AI Ethics in Machine Learning

Women in AI is a biweekly podcast from RE•WORK, meeting with leading female minds in AI, Deep Learning and Machine Learning. We will speak to CEOs, CTOs, Data Scientists, Engineers, Researchers and Industry Professionals to learn about their cutting edge work and technological advancements, as well as their impact on AI for social good and diversity in the workplace.

Women in AI is a biweekly podcast from RE•WORK, meeting with leading female minds in AI, Deep Learning and Machine Learning. We will speak to CEOs, CTOs, Data Scientists, Engineers, Researchers and Industry Professionals to learn about their cutting edge work and technological advancements, as well as their impact on AI for social good and diversity in the workplace.

Episode 139: S2E1: Alice Xiang, Responsibility, transparency, and accountability in AI