Continual Learning Is the Next Bottleneck | Rohan Anil (Core Automation )
Episode · Sep 10, 2026
The Information Bottleneck · 1 h 11 min
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Podcast, The Information Bottleneck
Hosted by Ravid Shwartz Ziv and Allen Roush
Sara Hooker of Adaptation Lab explores AI systems that change with their users, tasks and environments. The discussion connects continual learning, efficient adaptation and automated science with the difficulty of evaluating tasks that lack easily checked answers. It also covers interfaces, distillation, open models, safety and regulation, multilingual tokenization, and possible successors to current Transformer systems. Hosted by Ravid Shwartz Ziv and Allen Roush. Watch the full conversation on the publisher’s YouTube channel.