In AI We Trust? - podcast cover

In AI We Trust?

Miriam Vogelequalai.transistor.fm
In AI We Trust? is a podcast hosted by Miriam Vogel of EqualAI where we survey the global landscape for inspiration and best practices in the AI space with an eye toward responsible, trustworthy AI. Each episode aims to answer a ‘big question’ as we speak to leaders in government, tech and civil society.
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Episodes

Mira Lane (Microsoft): Can compassion lead to better AI?

Mira Lane, a a polymath, technologist and artist, is the head of Ethics & Society at Microsoft, a multidisciplinary group responsible for guiding AI innovation that leads to ethical, responsible, and sustainable outcomes. In this episode, she shares how the culture at Microsoft includes compassion in AI development to the benefit of their AI products, how she changes the perception of responsible AI from a tax to a value-add and how games can play a role in achieving this goal.----- Subscrib...

Apr 14, 202247 minEp. 50

Dr. Athina Kanioura (PepsiCo): Is AI a Privilege Reserved for Big Tech?

Dr. Athina Kanioura is Chief Strategy and Transformation Officer at PepsiCo, leading their company-wide transformation in digital strategy. In this episode, Athina opens our eyes to ways that companies like PepsiCo are using AI (and equally important, where they are not). She shares challenges in undergoing a digital transformation and explains their legacy-focused approach to AI integration as a means for greater efficiency as well as instilling better sustainability practices, upskilling emplo...

Apr 08, 202247 minEp. 49

Keith Sonderling, EEOC Commissioner: Does AI scale or reduce bias in the workplace?

Keith Sonderling is a Commissioner of the U.S. Equal Employment Opportunity Commission (EEOC) and helped launch the EEOC's unprecedented Initiative on Artificial Intelligence and Algorithmic Fairness in 2021. In this episode, he shares guidance for employers on building, buying and employing AI programs in HR systems and shares his optimism on the unique opportunity we have at this moment to ensure a significant, positive impact in deploying AI technology. Subscribe to catch each new episode! Fi...

Mar 31, 202252 minEp. 48

MP Darren Jones: 'Horizon Scanning' to Design Better AI Regulation

Darren Jones is Member of UK Parliament who has chaired the Parliamentary Technology Information and Communications Forum, Parliamentary Commission on Technology Ethics, and Labour Digital. Darren is also the founding chair of the Institute of AI, a global coalition of legislators interested in AI, and he is a member of the World Economic Forum (WEF) Global AI Action Alliance (GAIAA). In this episode, Darren speaks to how legislators need to 'horizon scan' and understand cutting edge tech to tra...

Mar 17, 202240 minEp. 47

Ziad Obermeyer: A physician, academic, McKinsey alum's approach to tackling bias in AI

Ziad Obermeyer is a Professor of Health Policy and Management at the UC Berkeley School of Public Health where he conducts research at the intersection of machine learning, medicine, and health policy. Previously, he was a professor at Harvard Medical School and consultant at McKinsey & Co. He continues to practice emergency medicine in underserved parts of the US and is also a co-founder of Nightingale Open Science, a computing platform giving researchers access to massive new health imagin...

Mar 09, 202259 minEp. 46

Jen Gennai (Google): How to Manage the Creation of Responsible AI Products for Billions

Jen Gennai is Founder and Director of the Responsible Innovation Group at Google. In her current role leading the Responsible Innovation Group, Jen and her team are responsible for creating and operationalizing Google’s AI Principles. In this episode, Jen shares what responsible AI means to her, lessons learned that inform her perspective from which we all can learn, how AI should or should not be regulated, and the AI innovations on the horizon she is excited to see come to fruition.

Mar 04, 20221 hr 9 minEp. 45

Ilana Golbin (PwC): Does sci-fi help or hinder AI understanding?

Ilana Golbin is a Director in PwC Labs leading projects on Emerging Technology and AI. She is a Certified Ethical Emerging Technologist and was recently recognized in Forbes as one of 15 leaders advancing Ethical AI. In this episode, Ilana shares the principles she uses to ensure confidence in AI systems used both internally, at PWC, and when advising clients. She explains some of the complexities in the application of those principles, how responsible AI governance is part of a demonstration of...

Feb 24, 202246 minEp. 44

Renee Cummings: How AI Does (& Should) Impact Our BHM Celebration

Renée Cummings is a pioneering AI ethicist, Criminologist, Columbia University Community Scholar, and Founder of Urban AI. Her studies focus on the impact of AI on criminal justice, specifically in communities of color and incarcerated populations. In this episode, you will be inspired by Renee's insights on the impact that AI and data science has on our civil rights, how increasing diversity in AI is fundamental to creating technology that reflects our humanity, and improvements that still need...

Feb 17, 202252 minEp. 43

Marco Casalaina (Salesforce): Techno-Optimist not a Techno-Chauvinist

In this episode, Marco Casalaina, Salesforce’s SVP of Product Management and GM of Einstein, explains how his decades of experience in AI and tech has resulted in his techno-optimism, how an AI ethicist enhances his work and why he encourages others to join the EqualAI badge program. He also shares his excitement about rapidly developing transforming models but illuminates how this technology will be the next gen ethical AI quandary.----- Subscribe to catch each new episode on Apple ( https://po...

Feb 11, 202242 minEp. 42

Mukesh Dalal, Stanley Black & Decker (SBD): Why all companies will need a Chief AI Officer

As the Chief AI officer at Stanley Black and Decker (SBD), Mukesh Dalal has helped transform a 178-year-old global manufacturing company’s approach to AI with the vision of delivering $1 billion of value to the company through AI and Analytics. In this week’s episode, Mukesh outlines SBD’s forward-thinking strategy on AI, describes SBD’s journey into the responsible AI space, and foresees that soon all major companies will have Chief AI Officers to harness the business potential and root out ris...

Feb 04, 202233 minEp. 41

Meghna Sinha: Why data scientists are like medical professionals; why ignorance is not an option and steps we all must take when making data-based decisions

Meghna Sinha is the Vice President of AI and Data at Verizon’s AI Center. Before joining Verizon, Meghna was Target’s VP of Data Sciences. In this episode, Meghna posits that data scientists are similar to medical practitioners, affirms that AI must start and end with humans, and shares lessons from the EqualAI Badge Program for Responsible AI Governance. Referenced papers/articles can be found here: WEF Toolkit (https://www3.weforum.org/docs/WEF_Empowering_AI_Leadership_2022.pdf) @VogelMiriam &...

Jan 28, 202240 minEp. 40

In AI we Trust welcomes its acclaimed new cohost, Kay Firth-Butterfield of the World Economic Forum

Kay Firth-Butterfield is a leader in AI governance. Her deep and wide-ranging experience as an entrepreneur, barrister, judge, and now as Head of Artificial Intelligence and Machine Learning and member of the Executive Committee at the World Economic Forum, has established Kay as an internationally recognized expert on the subject. Her numerous titles and awards include being featured in the New York Times as one of 10 Women Changing the Landscape of Leadership. In this episode, Miriam Vogel int...

Jan 18, 202238 minEp. 39

Amy Holcroft: How HPE is "living it in action" how the EqualAI Badge program, in collaboration with WEF, has helped this effort

Amy Holcroft is the Chief Privacy Officer and VP of Privacy & Info Governance at Hewlett Packard Enterprise (HPE). In this episode, Amy shares how she co-leads the establishment of HPE’s AI Ethics Advisory board and HPE’s AI Ethical Principles. She shares that her work requires resilience and thoughtful governance, and how participation in the EqualAI Badge Program on Responsible AI Governance, in collaboration with the World Economic Forum, supports her and her work at HPE, including a time...

Dec 09, 202131 minEp. 36

Seth Dobrin: How do you establish a human-centered approach to data and AI (and why is this necessary to succeed)?

Seth Dobrin is the Global Chief AI Officer of IBM. Seth has spent his career scaling and using existing technologies to address previously intractable problems at scale. In this episode, Seth shares concrete steps he has taken to create a more diverse and trust-based workplace, explains how his PhD in genetics is relevant and helpful to his current work in AI, and breaks down the what, why and how of a human-centered approach to AI. ----- Subscribe to catch each new episode on Apple, Spotify and...

Nov 11, 202148 minEp. 35

Kat Zhou: What is the role of design in creating inclusive and equitable AI?

Kat Zhou is a product designer focusing on integrating ethics into the design of AI systems. She is a leading voice for more inclusive and privacy-respecting approaches to AI, and she has called for greater regulation of AI and more human-centric business models for AI companies. In this episode, we ask Kat how governments, product designers, and corporate decision makers can minimize the harms of AI products – and whether there are any products that should never be developed to begin with. ----...

Nov 03, 202134 minEp. 34

Alex Kotran: Who needs AI literacy and how can we accelerate it?

Alex Kotran is the co-founder and CEO of the AI Education Project, a non-profit that brings AI-related knowledge and skills to communities that are being impacted by AI and automation. In this episode, Alex highlights how the communities that are most impacted by AI are often the ones with the least access to basic AI knowledge, and how this is creating disparities in access to healthcare, financial services, criminal justice, and more. ----- To learn more about EqualAI, visit our website: https...

Oct 28, 202128 minEp. 33

Meg King of the Wilson Center: Who is ensuring policy makers are able to "speak AI"?

Meg King is the Director of the Science and Technology Innovation Program at the Wilson Center; a non-partisan think tank created by Congress. She leads innovative transnational projects examining the development of emerging technology and related policy opportunities. Her program also provides training seminars for Congressional and Executive branch staff to develop technology knowledge and skills. In this episode, Meg shares context on her recent congressional testimony, the goals of her work ...

Oct 22, 202131 minEp. 32

David Hardoon: Can AI be ethical?

In this episode, we speak with David Hardoon, a self-proclaimed "data artist." He leads Data and AI efforts at UnionBank Philippines and serves as an external advisor to Singapore's Corrupt Investigation Practices Bureau (CPIB). David has extensive experience in both industry and academia with a PhD in Computer Science and B.Sc. in Computer Science and AI. He weighs in on both the high level concepts surrounding ethics and AI and offers practical steps he uses to support ethical governance with ...

Oct 14, 202147 minEp. 31

Elham Tabassi of NIST: Who ensures the U.S. has strong metrics, tools, & standards for responsible AI?

Observers have been skeptical about the ability of the US to lead in AI and establish the necessary framework to ensure its safe and effective development. NIST – the National Institute of Standards and Technology – is responding to that call. In this episode, we speak with Elham Tabassi who is leading NIST's work to support safe and effective Artificial Intelligence. Elham the Chief of Staff in the Information Technology Laboratory (ITL) and serves on the National AI Research Resource Task Forc...

Sep 28, 202149 minEp. 29

Taka Ariga and Stephen Sanford: What is the U.S. GAO's AI Framework?

Taka Ariga is the first Chief Data Scientist and Director of the Innovation Lab at the U.S. Government Accountability Office (GAO). Stephen Sanford is the Managing Director in GAO’s Strategic Planning and External Liaison team. Taka and Stephen are the authors of the GAO's recently released AI Framework, one of the first resources provided by the U.S. government to help identify best practices and the principles to deploy, monitor and evaluate AI responsibly. In this episode, we ask the AI Frame...

Sep 23, 202143 minEp. 28

Vilas Dhar: How can civil society shape a positive, human-centric future for AI?

Vilas Dhar is a technologist, lawyer, and human rights advocate championing a new social compact for the digital age. As President and Trustee of the Patrick J. McGovern Foundation, he is a global leader in advancing artificial intelligence and data solutions to create a thriving, equitable, and sustainable future for all. In this episode we ask Vilas how he arrived at the intersection of AI and philanthropy, and how he thinks philanthropists and civil society can shape a more inclusive and soci...

Sep 16, 202141 minEp. 27

Steve Mills: How can companies walk the walk on responsible AI?

Steve Mills is a Partner at Boston Consulting Group (BCG), where he serves as Chief AI Ethics Officer and the Global Lead for Artificial Intelligence in the Public Sector. He has worked with dozens of leading companies and government agencies to improve their AI practices, and in this episode he shares some of the key lessons he has learned about how organizations can translate their ethical AI commitments into practical, meaningful actions. ----- To learn more about EqualAI, visit our website: ...

Aug 24, 202136 minEp. 26

Julia Stoyanovich: Can AI systems operate fairly within complex, diverse societies?

Julia Stoyanovich is an Assistant Professor in the Department of Computer Science and Engineering at NYU’s Tandon School of Engineering, where she is also the Director of the Center for Responsible AI. Her research focuses on responsible data management and analysis and on practical tools for operationalizing fairness, diversity, transparency, and data protection in all stages of data acquisition and processing. In addition to conducting field-leading research and teaching, Professor Stoyanovich...

Aug 18, 202143 minEp. 25

Oren Etzioni: Why is the term "machine learning" a misnomer?

Dr. Oren Etzioni is Chief Executive Officer at AI2, the Allen Institute for AI, a non-profit that offers foundational research, applied research and user-facing products. He is Professor Emeritus at University of Washington and a Venture Partner at the Madrona Venture Group. He has won numerous awards and founded several companies, has written over 100 technical papers, and provides commentary on AI for The New York Times, Wired, and Nature. In this episode, Oren explains why “machine learning” ...

Aug 10, 202137 minEp. 24

Alexandra Givens: What makes tech to social justice issue of our time?

Alexandra Reeve Givens is the President & CEO of the Center for Democracy and Technology (CDT). She is an advocate for using technology to increase equality, amplify voices, and promote human rights. Previously, Alexandra served as the founding Executive Director of the Institute for Technology Law & Policy at Georgetown Law, served as Chief Counsel for IP and Antitrust on the Senate Judiciary Committee and began her career as a litigator at Cravath, Swaine & Moore. In this episode, ...

Aug 05, 202126 minEp. 23

Navrina Singh: How AI is a multi-stakeholder problem and how do we solve for it? (Spoiler: it's all about trust.)

Navrina Singh is the Founder & CEO of Credo AI, whose mission is to empower organizations to deliver trustworthy and responsible AI through AI audit and governance products. Navrina serves on the Board of Directors of Mozilla and Stella Labs. Previously she served as the Product leader focused on AI at Microsoft where she was responsible for building and commercializing Enterprise Virtual Agents and spent 12+ years at Qualcomm. In this episode, Navrina shares several insights into responsibl...

Jul 28, 202138 minEp. 22

Andrew Burt: How can lawyers be partners in the AI space?

Andrew Burt is a lawyer specializing in artificial intelligence, information security and data privacy. He co-founded bnh.ai and serves as chief legal officer of Immuta. His work has been profiled by magazines like Fast Company and his writing has appeared in Harvard Business Review, the New York Times and the Financial Times. In this episode, we explore the 'hype cycle' of AI where risks are overlooked and the appropriate role of a lawyer as a partner in this space. ----- To learn more about Eq...

Jul 22, 202139 minEp. 21

Anima Anandkumar: How can the intersection of academia and industry inform the next generation of AI?

Anima Anandkumar is an accomplished AI researcher in both academia and in industry. She is the Bren professor at Caltech CMS department and director of machine learning research at NVIDIA. Previously, Anima was a principal scientist at Amazon Web Service, where she enabled machine learning on the cloud infrastructure. Anima is the recipient of numerous awards and honors and has been featured in documentaries and articles by PBS, Wired, MIT Technology review, Forbes and many others. In this episo...

Jun 30, 202140 minEp. 20
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