Excavating “Ground Truth” in AI: Epistemologies and Politics in Training Data
The last decade has seen a dramatic capture of digital material for machine learning production. This data is the basis for sense-making in AI, not as classical representations of the world with individual meaning, but as mass collections: ground truth for machine abstractions and operations. What happens when data is seen as an aggregate, stripped of context, meaning, and specificity? In what ways does training data limit what and how machine learning systems interpret the world? And most importantly, what forms of power do these approaches enhance and enable? In this lecture, Kate Crawford will share new work that reflects on what’s at stake in the architecture and contents of training sets, and how they are increasingly part of our urban, legal, logistical, and commercial infrastructures.
Видео Excavating “Ground Truth” in AI: Epistemologies and Politics in Training Data канала UC Berkeley Events
Видео Excavating “Ground Truth” in AI: Epistemologies and Politics in Training Data канала UC Berkeley Events
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
Coastal Communities and the Blue PlanetWe SimplifyMaría Josefina Saldaña-Portillo: “Persistent Geography of the Indio Bárbaro”A. Richard Newton Distinguished Innovator Lecture - Carl Bass, CEO, AutodeskOutside for all: Investing in parks to build community powerWellness at Berkeley Module 10: NutritionThe Role of ReligionHow Will UC Merced Grow? — a 21st Century Approach to Campus ExpansionRegents' Lecture: From Berkeley to NASA, Stockholm and the Beginning of the UniversePresentations by Shachar Kariv, UC Berkeley and Mara Mather, University of Southern CaliforniaMariinsky Orchestra conducted by Valery Gergiev/Tchaikovsky's Symphony No. 3Martin Meyerson Berkeley Faculty Research Lecture: David H. RauletLaserFest: The Past, Present And Future Of LasersCal Performances Presents Alvin Ailey American Dance Theater - April 23-28, 2013, Zellerbach HallNeutron DecayShoot for the Stars: A Regents' Lecture given by Sally RideConversation with David Corvo3rd Annual Bay Area Symposium on Viruses - Usha LingappaGrad Slam 2021, UC BerkeleyThe University of California, Berkeley: Charter Day CelebrationIris Mauss: "Pursuing happiness can make us unhappy"