University of California Video Podcasts (Video)

Bias in health AI can shape who gets care, how fairly risk is measured, and whether automation helps or harms patients. Karandeep Singh, M.D., M.M.S.C. explains that predictive AI can reflect historical, representation, measurement, learning, evaluation, and deployment bias, especially when models are trained on limited populations or use flawed proxies for illness and access to care. Singh also describes generative AI as a system trained first to predict text and then to follow instructions, with bias entering through training data, instruction tuning, prompts, and outside information sources. Alongside these risks, he highlights practical uses such as AI-assisted sepsis quality review and patient outreach workflows, while emphasizing governance, human oversight, disclosure, and careful measurement of whether these tools actually improve care. Series: "Exploring Ethics" [Health and Medicine] [Humanities] [Science] [Show ID: 41365]

The extraordinary abilities of the cerebral cortex are central to what sets humans apart from other species. A defining feature of the cortex is its organization along a sensorimotor-to-association (S–A) axis, extending from primary sensorimotor areas to transmodal association regions that support abstract cognition. This axis varies across species and has been profoundly remodeled in humans. Nenad Sestan, professor of neuroscience at Yale, discusses his recent work on the molecular and cellular mechanisms that govern the development and evolution of the cortical S–A axis, with particular emphasis on the prefrontal cortex and its broader distributed transmodal association networks as well as their evolutionary expansion, functional roles, and vulnerability in neurological and psychiatric disorders. Series: "CARTA - Center for Academic Research and Training in Anthropogeny" [Science] [Show ID: 41361]

Embodiment affects how we understand personhood, moral status, and whether this life is our only life. Mark Johnston, Henry Putnam University Professor, Princeton University, explains how competing theories of mind and matter shape the question of whether a will could have an embodiment other than its present one. Johnston examines the failures of functionalism, reductive and non-reductive materialism, and strong emergence, along with the role of will, awareness, and evolved animal life, helping clarify what embodiment really is. He explains why the will matters for moral respect and points toward the possibility that embodiment may not be limited to a single life. Series: "UC Berkeley Graduate Lectures" [Humanities] [Show ID: 41446]

Human brain expansion is often discussed in terms of the genetic and molecular innovations that drove uniquely human cognitive abilities. Yet evolution is fundamentally a process of tradeoffs. Disproportionate expansion of forebrain structures increases the demands placed on long-range connectivity, metabolism, and cellular maintenance, imposing costs that scale with brain size. Alex Pollen, associate professor of neurology at UC San Francisco, discusses using stem-cell-derived brain organoids to investigate the development of human-specific connectivity differences in dopaminergic neurons and to test whether these cells deploy compensatory mechanisms to cope with the metabolic and structural demands of large brains. His research findings support a model in which human brain evolution involves not only mechanisms driving greater computational capacity, but also the emergence of cellular adaptations that mitigate the costs of large, highly connected brains. Series: "CARTA - Center for Academic Research and Training in Anthropogeny" [Science] [Show ID: 41357]

Jamaica Kincaid is an Antiguan-American writer known for her vivid, poetic prose and exploration of themes like colonialism, family, identity, and the legacy of the Caribbean. Her deeply personal and reflective style has made her one of the most influential voices in contemporary literature. Born Elaine Potter Richardson on May 25, 1949, in St. John’s, Antigua, she moved to the United States as a teenager and began her career writing for The New Yorker. Her acclaimed works include Annie John, Lucy, A Small Place, and The Autobiography of My Mother. Kincaid joins host Dean Nelson for a lively and funny conversation at Point Loma Nazarene University. Series: "Writer's Symposium By The Sea" [Humanities] [Show ID: 41204]

AI in healthcare raises urgent questions about bias, privacy, and power. Safiya U. Noble, Ph.D., examines how AI systems can reproduce social and racial inequities when they rely on incomplete data, hidden assumptions, and proxies such as healthcare spending. Noble points to problems in search engines, image generation, facial recognition, and medical algorithms, including cases where systems mislabel darker skin, fail more often on Black women, or favor white patients over sicker Black patients. She also highlights the risks of turning sensitive public and patient data over to large technology companies. Rather than treating AI as a neutral solution, Noble emphasizes the need for human judgment, community participation, stronger data protections, and smaller expert models with local control so healthcare decisions better reflect people’s real lives and social context. Series: "Exploring Ethics" [Health and Medicine] [Humanities] [Science] [Show ID: 41364]

Dr. Bruce Miller, director of the UCSF Edward and Pearl Fein Memory and Aging Center, examines what neurodegenerative disease reveals about the neural basis of creativity and the social mind. Research in frontotemporal dementia (FTD) shows that visual creativity is not rare: a subset of patients—particularly those with left anterior temporal degeneration—develop new or intensified artistic abilities early in the disease course. These findings suggest that damage to language-dominant left hemisphere regions may release posterior visual networks from inhibition, leading to enhanced visual–spatial expression. Miller situates these observations within human evolution, proposing that art emerges with Homo sapiens, possibly linked to changes in the parietal lobe and the development of the social brain. In contrast, behavioral variant FTD erodes empathy and altruism through right frontal degeneration. Together, these patterns suggest brain asymmetry is central to our creative and social capacities. Series: "CARTA - Center for Academic Research and Training in Anthropogeny" [Science] [Show ID: 41356]

Alzheimer’s disease unfolds over many years through a complex interplay of amyloid, tau, genetics, lipid biology, and the brain’s immune response. John Hardy, Ph.D., explains how rare inherited forms of Alzheimer’s disease helped shape current thinking about how the disease begins, then connects those discoveries to broader questions about late onset disease and why it develops differently across people. Hardy shows that amyloid and tau are linked but not identical, and argues that problems with protein buildup and clearance both matter in understanding the disease. He also emphasizes that Alzheimer’s is not a single event but a long process, which makes prediction, diagnosis, and treatment especially difficult. While current amyloid-targeting therapies can help and show measurable benefit, Hardy says they do not stop the disease, underscoring the need for earlier diagnosis, better treatments, and wider access to care Series: "Shiley Endowed Lecture" [Health and Medicine] [Show ID: 41250]

Artificial intelligence is changing how businesses use data, make decisions, and organize work. UC San Diego Rady School of Management's Thomas Beyer looks at that evolution from the early push to collect as much data as possible, through predictive analytics and generative AI, to emerging systems that can act more proactively across business environments. Beyer examines the promises and limits of AI, including questions of bias, hallucinations, return on investment, and human oversight. With examples from enterprise systems and healthcare, the discussion offers a practical look at how AI is moving from a productivity tool toward a more capable business partner. [Business] [Show ID: 41444]

Seizures caused by epilepsy can have a dramatic impact on one's quality of life. For Nolan, his seizures cost him everyday independence, including the ability to drive. When he decided to have surgery, he chose awake brain surgery led by Dr. Edward Chang, a neurosurgeon at UCSF. During surgery, Nolan speaks and responds as the medical team carefully maps the language regions of his brain — guiding their treatment of him while protecting his ability to communicate. The result opens a path back toward the freedoms Nolan has been missing. [Health and Medicine] [Show ID: 41414]