The Fault in our Algorithms

Ananya Roy
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We can all agree that AI must be designed to minimize bias and promote inclusive representation - but how much do we really understand about how AI perceives fairness, or who should have control over how data is collected, or even our own responsibilities in this transformation? Join us, Nickunj Chopra and Ananya Roy as we attempt to uncover answers to these questions and envision a world with fairer and more ethical AI through conversations with some of the finest minds in the field of Data Ethics, AI and Responsible Innovation.

Episodes

  1. 02/13/2023

    vAIsually Stunning: Exploring Ethical Synthetic Media with Michael Osterrieder

    Join us as we chat with Michael Osterreider, a seasoned media industry professional and the CEO of vAIsual. With nearly two decades of IP licensing experience, Michael brings a wealth of knowledge to the table as we delve into the exciting world of synthetic media and artificial intelligence. With a portfolio of over 40,000 images and 12,000 footage clips, Michael has sold over 500,000 media licenses and has been a part of numerous design and online marketing projects. In this episode, we'll discuss the current state of AI regulation, the future of copyright and data ownership in the synthetic media industry, and the possibility of AI someday directing Hollywood films. Whether you're a media professional or simply curious about the intersection of technology and media, this is an exciting moment in the AI revolution as we witness the way we create, distribute, and consume content being changed forever. Check out the vAIsual whitepaper here: https://vaisual.com/whitepaper/

    35 min

  2. 09/08/2022

    Episode 10: William Softky, Theoretical Neuroscientist | Is Technology Neutral?

    William Softky is a biophysicist who was among the first neuroscientists to understand micro-timing and also among the first technologists to build that understanding into algorithms. His name is on 10 patents, thousands have cited his scientific work, and two of the companies he inspired were acquired for $160 million total.   Softky holds a Ph.D. in Physics from Caltech, where he discovered a still-unsolved paradox about the firing patterns of brain neurons. A theoretical biophysicist — the son of two physicists — Softky served in the Peace Corps in Cameroon before attending grad school. His subsequent career in Silicon Valley (including biophysics, human-computer interaction, and signal processing) has given him a unique perspective on the software and hardware architecture of human brains, including new insights about our deepest (yet most deeply-hidden) high-bandwidth method of somatic communication. Real-time video and sound evidence of toxic LEDs: https://www.youtube.com/watch?v=9IOSwlQxDxE A tidy explanation of brains and fixing them which doesn't depend on neurons, memory, or symbols ("Vibration all the Way Down"): https://www.fairobserver.com/business/technology/brains-explained-vibration-all-the-way-down/

    38 min

  3. 09/01/2022

    Episode 9: Rupa Singh, Founder at AI Beehive | Exploring AI Ethics from a Buddhist Perspective

    Rupa Singh is the author of the Book "AI Ethics with a Buddhist Perspective". She is the founder of AI-Beehive, an online learning platform providing courses and certifications in Machine Learning, Deep Learning and more.  In this episode, Rupa discusses the role of AI in various geographical and cultural contexts through her experiences as an AI-ethicist, writer, critical design thinker, machine learning and deep learning specialist and coach. Check out AI-Beehive here: https://ai-beehive.com

    29 min

  4. 08/12/2022

    Episode 8: Tomasz Hollanek, Postdoctoral researcher at Cambridge | What critical design can teach us about AI Ethics

    Tomasz is a research scientist at the University of Cambridge, working at the intersection of design theory, technology ethics and critical artificial intelligence studies. In this episode, he discusses his contribution to various research projects including the Global AI Narratives Project at CFI, the Computational Propaganda Project at the Oxford Internet Institute, and the Ethics of Digitalization research sprint hosted by the Berkman Klein Center for Internet and Society at Harvard.

    37 min

  5. 08/07/2022

    Episode 7: Belona SONNA, PhD Candidate at Humanizing Machine Intelligence, ANU | Building Diversity in AI

    Belona Sonna is an artificial intelligence (AI) ethics researcher. She serves as policy manager of ethics and gender issues at AfroLeadership, where she advocates for the insertion of ethical technological solutions in Africa in general with a strong interest in women that are more often marginalised when it comes to technology. She is a PhD candidate at the Humanizing Machine Intelligence group at Australia National University. She is involved in projects and platforms that are committed to AI education and research in Cameroon and abroad including KmerAI, Women in Machine Learning and Data Science Yaounde, Z-Inspection and Deep Decision group. Check out the Responsible AI panel here: https://sloanreview.mit.edu/big-ideas/responsible-ai/ . Check out Belona's initiative to make artificial intelligence accessible to all (especially rural youth), BEL's AI (Be Educated and Learn Skills in AI) Initiative here: https://www.linkedin.com/company/bel-s-ai-initiative/

    45 min

  6. 07/22/2022

    Episode 6: Raziye Buse Çetin, AI Ethics and Governance Consultant | A post-colonial lens approach to AI

    Buse Çetin is an AI policy and ethics researcher and consultant. Her work revolves around ethics, impact, and governance of AI systems. She combines her lived experience with her interest in postcolonial studies, intersectional feminism and science and technology studies (STS) to develop critical thinking about AI technologies and narratives around it. Follow Buse on Linkedin: https://www.linkedin.com/in/busecetin/ Check out her initiative, Dreaming Beyond AI: https://dreamingbeyond.ai/en

    50 min

  7. 07/22/2022

    Episode 5: Dr. Ravit Dotan, VP of Responsible AI at Mission Control | Why should Investors care about AI Ethics?

    Ravit is a domain expert in AI ethics, specializing in helping startups and investors develop AI ethics strategies. With a PhD in philosophy from UC Berkeley, she applies her expertise in the philosophy of machine learning to build AI ethics strategies for startups, integrate AI Ethics into ESG questionnaires, develop an AI ethics toolkit for investors, focused on guiding VCs in incorporating AI ethics in their work and conducting research on how to implement AI ethics theories and principles. In this episode, we discuss the social and political aspects of AI, the theory of longtermism and how any hopes of a democratic tech society are rooted in norm-conforming social deliberation. Connect with Ravit on Linkedin: https://www.linkedin.com/in/ravit-dotan/

    28 min

  8. 04/25/2022

    Episode 4: Jibu Elias, Chief Architect and Research & Content Head at IndiaAI | Humane Automation in a Geopolitical Landscape

    Jibu Elias is the Content and Research Lead at INDIAai, currently lending his wide knowledge and keen insight into artificial intelligence for building a unified AI ecosystem in India. He is the founding editorial board member of Springer’s AI and Ethics journal. He is an alumnus of the London School of Economics (LSE), where he studied International Relations, specialising in India-China relations. The national AI portal, INDIAai is designed to act as the central point to create and nurture a unified AI ecosystem in the country, as well to drive excellence and leadership in India's knowledge, creation, and use of artificial intelligence to foster economic growth and improve the lives of Indians.  Head over to indiaai.gov.in for some fascinating research reports and ethical AI edification today! For more information or to volunteer, check out linktr.ee/tfioa or mail us at tfioa@protonmail.com.

    1h 1m

  9. 04/02/2022

    Episode 3: Dr. Anwita Maiti, AI Ethics Researcher at deepkapha | Dealing with Problematic Machine Learning

    We're so attached to our devices today that we often don't know what to do with ourselves when the Wi-fi goes down. Technologies that wield the power to shape the way we connect, play and work (we're looking at you, FAANG companies) must commit to building inclusive, privacy-centric products that allow users to make informed decisions about whether and how to use their products. In this episode, Dr. Anwita Maiti discusses the fascinating impact of AI being used to detect crime and how these algorithms influence our behaviour towards each other a lot more than we realize.  Just like when the camera was invented and society established norms around when it was appropriate to take photos, companies also need to consider people who aren’t using their products, such as by adding indicators when cameras are in use. This is not a problem that can be tackled by technologists alone; user research and working with in-house and external experts is critical to the trustworthy AI movement. For more information or to volunteer, check out linktr.ee/tfioa or mail us at tfioa@protonmail.com.

    32 min
  10. Episode 2: Dr. Eleanor Drage, Christina Gaw Research Associate at the University of Cambridge | An intersectional approach to gender and technology

    03/31/2022

    Episode 2: Dr. Eleanor Drage, Christina Gaw Research Associate at the University of Cambridge | An intersectional approach to gender and technology

    From wireless communication to virtual reality, there have been several instances of science fiction shaping future innovation. In this episode, the incredibly erudite and passionate Dr. Eleanor Drage tackles everything from historical sci-fi such as the Epic of Gilgamesh to her fascinating take on de-colonial approaches to AI. To learn more about the unique perspective that feminism can bring to the tech industry, check out The Good Robot (https://thegoodrobotpodcast.buzzsprout.com/): a series of conversations co-hosted by University of Cambridge Christina Gaw postdoctoral researchers, Eleanor Drage and Kerry Mackereth, about gender and technology that brings together the people who make and study technology with the rest of us, who use these technologies and experience their effects. For more information or to volunteer, check out linktr.ee/tfioa or mail us at tfioa@protonmail.com.

    37 min
  11. Episode 1: Utkarsh Saxena, Founder of Ederlabs | Protecting privacy in an AI-driven world

    03/27/2022

    Episode 1: Utkarsh Saxena, Founder of Ederlabs | Protecting privacy in an AI-driven world

    It's no secret that in the new technology ecosystem, the Big Tech giants are optimising for profit over ethics. In this surveillance economy, the founder of Ederlabs, Utkarsh Saxena talks to us about his novel approach to privacy-preserving federated machine learning - not moving the data, just moving the intelligence associated with it. Stay tuned as we discuss some fascinating frameworks and integrations that place privacy and trust in the forefront of the Indian technology landscape. Head on over to https://www.eder.io/ to find out how you can secure your data from prying eyes.  For more information or to volunteer, check out linktr.ee/tfioa or mail us at tfioa@protonmail.com.

    31 min
  12. Trailer

    03/15/2022

    Trailer

    Data, AI, and algorithms have become an incredibly contentious and highly debated subject of late. Under what conditions should we collect data? How should it be used? Who should have control? How should such systems be managed, and who should govern them, and who should have oversight over THAT governance? Join us, Nickunj Chopra and Ananya Roy as we attempt to find answers to all these questions and more through discussions with Data and AI experts. In the wise words of Morpheus, it's time to see just how deep the rabbit hole goes.

    2 min
  • 12 Episodes

About

We can all agree that AI must be designed to minimize bias and promote inclusive representation - but how much do we really understand about how AI perceives fairness, or who should have control over how data is collected, or even our own responsibilities in this transformation? Join us, Nickunj Chopra and Ananya Roy as we attempt to uncover answers to these questions and envision a world with fairer and more ethical AI through conversations with some of the finest minds in the field of Data Ethics, AI and Responsible Innovation.

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