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Joan Velja, Lennie Wells - Building an empirical Science of AI Debate [MATS Symposium | Winter 2026] - YouTube

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MATS fellows Joan Velja and Lennie Wells give a spotlight talk at the Winter 2026 MATS Symposium. Project Title: Building an empirical Science of AI DebateMe...

MATS fellows Joan Velja and Lennie Wells give a spotlight talk at the Winter 2026 MATS Symposium. Project Title: Building an empirical Science of AI Debate Mentors: Shi Feng, Jacob Pfau Brief Abstract: AIs are getting quite good. Their reliability and autonomy makes oversight harder, so much that soon humans will only be spot checking their actions. We use this window to ground protocols for scalable oversight before they're load-bearing. Apply to MATS and learn more: https://www.matsprogram.org I'm not used to microphone. Thanks for coming. Um I'm Lenny. I've been working with Yohan…

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