Verifying AI; Ultracold Atoms – Apr 16
Wonderfest Science Envoys are early-career researchers with special communication skills and aspirations. Following short talks on provocative modern science topics, these two Science Envoys will answer questions with insight and enthusiasm:
• Stanford computer scientist Teddi Worledge on Verifying AI with Attributed Sources — So-called large language models (LLMs) provide information and make judgments nearly everywhere — from online search engines to classrooms and medical clinics. But LLMs do make errors. Language model systems that attribute their sources can address this accuracy problem, as long as the attributions theselves are reliable!
• UC Berkeley physicist Matt Tao on What Ultracold Atoms Reveal — Atoms cooled to billionths of a degree can teach us much about the world. The wave nature of ultracold atoms allows interference experiments (interferometry) with astounding precision. Such tabletop interferometers even allow the study of gravity, nature’s weakest — but most pervasive — force, at minute scales.
This interactive science presentation, free and unticketed, is produced by Wonderfest in partnership with Marin Science Seminar.
Marin Science Seminar [https://marinscienceseminar.com]
What value does this free science experience have for you and, indirectly, for society? Accordingly, please consider making a donation to nonprofit Wonderfest via the Eventbrite box, below.

How To Make A.I. Safe – Aug 1
Artificial intelligence is advancing rapidly, demonstrating success in multiple areas in recent years. But by their very nature, AI problems don’t have definitive correct solutions. Programs can give wrong answers, be unfairly biased against some groups, and can be hard to understand. Dr. Peter Norvig literally wrote the book on artificial intelligence. In this informal presentation, Dr. Norvig will discuss the promise and peril of AI, welcoming attendee input.
Dr. Peter Norvig is Director of Research at Google, and he is a Fellow at Stanford’s Human-Centered AI Institute. Peter is co-author (with Stuart Russell) of Artificial Intelligence: A Modern Approach, the leading textbook in the field, and he is a member of the Wonderfest Advisory Board.

Dr. Peter Norvig
Since Wonderfest is COVID-cautious, consider wearing a mask (provided upon request). The warm feeling of Wondernaut(!) camaraderie radiates through masks and across wide seat-spacing.
This event is FREE and unticketed ... and valuable. But what value does it have for YOU? Accordingly, please consider a donation to nonprofit Wonderfest via the Eventbrite window, below.