Speakers

Schedule

MORNING

DESIGN Track

video_libraryInterview + Q&A - Fernanda Viégas and Nigel Shadbolt

video_libraryDesigning for Participatory ML + Q&A - Chris Noessel

video_libraryMaking Music with Magenta - Douglas Eck, Signe Norly and Claire Kayacik

POLICY Track

video_librarySocietal and Regulatory Challenges of Encrypted Data Analysis + Q&A - Michael Veale

video_libraryAI for Social Good + Q&A - Wadhwani AI - Raghu Dharmaraju

video_libraryPanel: Transparency in AI + Q&A - Moderator: Chris Noessel. Panel: Raghu Dharmaraju, Tulsee Doshi, Michael Veale

AFTERNOON

TECHNOLOGY Track

video_libraryUsing PAIR Tools: What if? And Tensorflow.js - Mahima Pushkarna and Yannick Assogba

video_libraryThe Metaphysics of ML - David Weinberger

video_libraryRethink Policy with AI - Cosmina Dorobantu

PAIR Lead Q&As

video_libraryQ&A: Investing in the UX of AI - Jess Holbrook and Matt Webb

video_libraryQ&A: AI Explainability - Martin Wattenberg and Simone Stumpf

About PAIR

PAIR advances the research and design of people-centric AI systems. We’re interested in the full spectrum of human interaction with AI, from supporting the engineers and teams building AI to understanding people’s everyday experiences with AI.

We’re a multidisciplinary team. Our goal is to do fundamental research, invent new technology, and create frameworks for design in order to drive a human-centered approach to AI. And we want to be as open as possible: we build open source tools that everyone can use, host public events, and support academics in advancing the state of the art.