Pondering AI
Pondering AI
Kimberly Nevala, Strategic Advisor - SAS
How is the use of artificial intelligence (AI) shaping our human experience? Kimberly Nevala ponders the reality of AI with a diverse group of innovators, advocates and data scientists. Ethics and uncertainty. Automation and art. Work, politics and culture. In real life and online. Contemplate AI’s impact, for better and worse. All presentations represent the opinions of the presenter and do not represent the position or the opinion of SAS.
AI Onside with Ryan Bishara and Christian Lau
Ryan Bishara and Christian Lau team up on an AI and data playbook that delivers an engaging, penalty free experience for LAFC employees and fans on and off the pitch.   Ryan, Christian and Kimberly discuss LAFC’s innovative ethos; building an analytics and data program from the pitch up; LAFC’s AI plays; making mistakes and continuous learning; keeping AI onside with responsive governance; prioritizing joy and the human experience; if convenience and privacy can co-exist; staying accessible and engaging fans; and how analytics/AI continue to play out in a rapidly evolving ecosystem.  Ryan Bishara and Christian Lau serve as the EVP of Revenue & Strategy and Chief Technology Officer, respectively, at the LA Football Club (LAFC).  A transcript of this episode is here.
Jul 8
48 min
Confronting Ableism with Maitreya Shah
Maitreya Shah disables harmful notions and aspires to a world in which AI systems honor the humanity and agency of disabled persons rather than using them as a shield.   Maitreya and Kimberly discuss digital tech done well; how society views disabled persons; engaging people with disabilities as leaders and developers; ableist narratives; why ‘fixing’ disabilities misses the mark; confusing accessibility with AI for Good; whitewashing bad behavior with assistive tech; the false dichotomy between access and privacy; disability as a diverse identity; the high stakes for AI reliability and trust; the deepening digital divide; the dearth of disability data and resources; entrenched societal biases; and asking rather than deciding for people with disabilities. Maitreya Shah is a lawyer and researcher working at the intersection of tech policy and disability rights. Maitreya current serves as the Technology Policy Director at the American Association of People with Disabilities (AAPD). Related Resources: To Regulate Artificial Intelligence Effectively We Need to Confront Ableism (Article) Maitreya Shah (Profile) A transcript of this episode is here.
Jun 24
49 min
The Political Economy of Information with Courtney Radsch
Courtney Radsch reports on the political and economic impact of synthetic media and the stultifying consequences of our increasingly low-quality, high-fat media diet.  Courtney and Kimberly discuss the range of journalistic endeavors; synthetic media’s entrée on the scene; disinformation vs. propaganda; competing with AI in the marketplace of ideas; content verification, labeling and trust; how synthetic media depends on and undermines journalism; information as a social, political and economic concern; embedded AI ideologies; equating regulation with censorship; information warfare; cognitive liberty in an age of corporate dominance; infrastructure and intent; the need for bright line protections, pluralism and independent oversight.Dr. Courtney Radsch, PhD is the Director of the Center for Media and Digital Governance (formerly CJL) and a non-resident Fellow at the Brookings Institution.  An award-winning journalist, scholar, diplomat, and human rights advocate, Courtney was recently named one of the 100 Brilliant Women in AI Ethics.Related Resources:Same Gatekeepers, New Tollbooths: Mapping the AI Content Licensing Market (CMDG Research Report)The Algorithm Loses Its Immunity (Article)The Pentagon Wants Its Panopticon (Article)The Battle for Cognitive Liberty in the Age of Corporate AI (Tech Policy Press)A transcript of this episode is here.
Jun 10
54 min
AI Abstractions with Olga Goriunova
Olga Goriunova rejects digital abstractions as mirror images of ourselves and reflects on why we concern ourselves with representations that aren’t concerned about us.  Olga and Kimberly discuss how cultural imagination is shaped by technology; digital subjects as unnatural constructs; the distance between individuals and their digital profiles; banal categorization and subjective truth; how statistics and ML changed the concept of the ideal; the limits of digital subjects; extreme individuation and aspiring to become our digital reflections; how current predictions create future realities; why the ideal digital subject isn’t concerned with you; and thinking critically about what we desire and why. Olga Goriunova is a cultural theorist working at the intersection of technology, philosophy, and aesthetics. A Professor of Media Arts at Royal Holloway, University of London, Olga is the author of the critically acclaimed book Ideal Subjects: The Abstract People of AI. Additional Resources: Aksioma: Institute for Contemporary Art Book Lecture  Olga Goriunova Academic Profile  A transcript of this episode is here. 
May 27
50 min
AI Literacy Is Not All We Need with Mel Sellick
Mel Sellick readies for AI by going beyond literacy to address the psychological, cognitive, and relational capacities required to ensure AI works for humans.         Mel and Kimberly discuss AI literacy vs. human readiness; the contours of human vulnerability; AI as a social actor; collective understanding and emotional regulation; instrumental AI dependency; the non-reciprocal nature of AI; the spectrum of relationality; human flourishing; attention, agency and alternate futures; positive friction in human systems; supportive social structures; cognitive offloading and debt; self-reflection and calibrating human needs.Mel Sellick is an applied psychologist specializing in Human-AI interaction. The Founder of the Future Human Lab, her Human Readiness Framework has shaped conversations in IEEE, UNESCO, Oxford, MIT, Harvard and beyond.Additional Resources:Future Human Lab: https://www.futurehumanlab.com/ IEEE Organizational Readiness for Human-AI Interaction (Chair, SA-P7023) https://standards.ieee.org/ieee/7023/12394/Oxford AI in Education Hub (AIEOU): https://aieou.web.ox.ac.uk/ Harvard AI for Human Flourishing Council: https://hfh.fas.harvard.edu/ai-human-flourishing A transcript of this episode is here.
May 13
48 min
The Human Premium with Drew Burdick
Drew Burdick designs AI systems to multiply human capacity, prioritizes great experiences, and values the serendipitous magic of human connection and collaboration.      Kimberly and Drew discuss building with badass teams; curiosity and innovation; building momentum with AI; human relationships and rapport; proprietary knowledge and expertise; long-term thinking; AI agents as teammates; pricing in human experiences; designing for humans vs. bots; regulation and accountability; societal guardrails; the mid-market squeeze; actions companies should take now; investing in people; and keeping community front and center.Drew Burdick is the founder of StealthX and the CLT Startup House. Drew parlays his deep background in design and solution development to help companies deliver exceptional experiences with AI.Additional Resources:Building Great Experiences (podcast): https://stealthx.co/resources/podcast CLT Startup House: https://cltstartuphouse.com/  A transcript of this episode is here.   
Apr 15
47 min
Minding Our Minds with Helen and Dave Edwards
Helen Edwards and Dave Edwards are in awe of AI and passionate about course correcting to preserve human authorship and ensure AI systems are for, not from, people.  Kimberly, Dave and Helen discuss human authorship; AI as a cultural technology; generative AI as a cognitive tool; biological imperatives and cultural as a countervailing force; cognitive pairing; metacognition and why perception matters most; diverse intelligences; precautionary design principles; AI as a co-evolutionary factor; human finitude; changing AI’s course; creating minds for our minds; designing for the unknown; kindness and hopeful rebellion. Helen Edwards and Dave Edwards are the co-founders of the Artificiality Institute, a nonprofit organization shaping the future human experience of AI. Their longitudinal research program The Chronicle tracks how people actually experience AI in their work and lives. Additional Resources: Staying Human: Authoring Your Mind in the Age of AI (digital book): https://journal.artificialityinstitute.org/tag/book-two/  The SaaS Apocalypse Is A Category Error (article): https://journal.artificialityinstitute.org/the-saas-apocalypse-is-a-category-error/  A transcript of this episode is here.
Apr 1
58 min
Prioritizing Public Interest with Afua Bruce
Afua Bruce explains that public interest tech is about solving complicated problems with real impact for real people, not just fuzzy feelings and philanthropy.      Afua and Kimberly discuss misconceptions about Public Interest Tech (PIT); PIT beyond philanthropy; why tech for good isn’t always; purposeful productivity; “solving” non-profits; tech funding traps; PIT design principles; cross-sector career paths; participatory (vacation) design; the messy middle; focusing on impact; responsible investment; and knowing we still have time. Afua Bruce is the founder and CEO of ANB Advisory Group. An author and leading public interest technologist, Afua works with philanthropic institutions, tech companies, and nonprofits to develop and use responsible technology. Additional Resources:The Tech That Comes Next (book):  https://thetechthatcomesnext.com/  Dr. Catherine Nakalembe Ted Talk: https://www.ted.com/talks/catherine_nakalembe_why_can_t_we_better_prepare_for_extreme_weather Humane Intelligence (non-profit): https://humane-intelligence.org/ A transcript of this episode is here.
Mar 18
47 min
A Student’s Perspective with Seth Rabinowitz
Seth Rabinowitz uses AI with intent by studiously prioritizing learning, actively resisting dependency, promoting ethical practices, and seeing people in the data.    Seth and Kimberly discuss his shift from fearing AI to fearing (some) people using AI; expertise and critical thinking; how different cohorts use AI; resisting dependency and intentional use; the role of educators; developing soft skills; not confusing AI’s learning with your own; stewarding AI; business ethics and data privacy; prioritizing AI fundamentals and putting people first.Seth Rabinowitz is pursuing a Master’s degree in Data Science and Business Analytics at UNC Charlotte. A transcript of this episode is here.   
Mar 4
38 min
Orchestrating Public Sector AI with Taka Ariga
Taka Ariga hits all the right notes for AI at scale: clarity of purpose, strong foundations, sustainable innovation, engaged ownership, and a confident workforce.    Taka and Kimberly discuss going beyond novel AI prototypes; the limits of automation; context building; data sovereignty and integrity; the unstructured data deluge; the unique sensitivities and needs of public agencies; valuing ownership and viable ways to scale; plagiarizing for good; foundations for AI success; wanting innovation without change; rethinking governance; enabling confident AI use; making space for reinvention; and being a skeptical AI advocate.Taka Ariga is a heretical technologist and the founder of Sol Imagination. He focuses on AI strategy design, implementation, and value capture. Taka served the US Office of Personnel Management (OPM) as CDO and CAIO and the US Government Accountability Office (GAO) as Chief Data Scientist and Director of the Innovation Lab. Related Resources:Sol Imagination (company)                  https://sol-imagination.ai/  A transcript of this episode is here.   
Feb 18
56 min
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