

Outdoor Discussion Walk: AI for Math & Science | Terence Tao
Let's go for a round-trip walk from Foggy Bottom to National Academy of Sciences and back and discuss a keynote speech by Terence Tao at a Science x AI Summit co-organized by SAIR.
AI now generates and verifies formal proofs faster than mathematics can absorb them: correct results that nobody has explained, published, or taught. Terence Tao calls it proof indigestion. On the day of this talk, he and 24 fellow Fields Medalists published a declaration on the same problem, "A Severe Misalignment of AI in Mathematics (https://mathandai.org). Frontier labs optimize for what can be graded, and the things mathematics values most, explanation, insight, and understanding, do not grade cleanly.
Here is how it works:
[Optional] Prior to the event: Listen to this talk: Watch on YouTube
During the event:
10:30am-11:00am: meet at the square south of Foggy Bottom Metro exit for group introduction.
11:00am - 12:30pm: Walk toward National Academy of Sciences, then back. Here is the walking route: https://scenic-walk.com/#/2gMNehrN (during the event, the organizer will live broadcast group location, so that people that arrive late can catch up).
12:30pm - : Optional Lunch at Ten Ten West End.
Discussion Questions:
AI can produce answers faster than people can actually understand or absorb them. How can we design AI tools that help us truly digest complex findings instead of overwhelming us?
Clear human insight often beats throwing pure computer horsepower at a problem. How can we pair human intuition with AI to create smarter, more thoughtful solutions?
Rushing ahead with AI risks filling our world with confusing noise rather than genuine wisdom. How can we balance AI speed with thoughtful reflection so we keep discovering wonderful, unexpected ideas?
👥 Who should join
AI practitioners, startup founders, students, and researchers curious about AI’s development and impact.
If you are interested in continuing our conversation, share events, projects, articles, etc, join our discord group: Join Discord Server
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Photos from previous events