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On this episode, Hannah is joined by Carolina Parada, Senior Director and Head of Robotics at Google DeepMind. They explore the recent leap forward in robotic capabilities, highlighting advancements in multimodal understanding and embodied reasoning, which enable robots to interact with the physical world with unprecedented generality. They dig into the two-system approach - ‘slow and fast thinking‘ - that enables both complex reasoning and rapid, reactive movements. Using examples from robots learning dexterous tasks such as tying shoelaces to adapting to entirely new scenarios in real-time, Parada highlights how key breakthroughs in understanding, dexterity, and control are now coming together to rapidly advance robotics unlike ever before. Further reading/viewing: https://deepmind.google/models/gemini... https://deepmind.google/discover/blog... • Gemini Robotics Timecodes: 00:00 Introduction 01:46 Carolina's background 02:57 Current state of robotics 05:20 Gemini robotics videos 12:45 Conceptual understanding & multimodal capabilities 16:50 Embodied reasoning 21:00 Thinking fast and slow 27:44 Emerging properties 24:53 Looking back 34:28 Sim2real gap 37:00 Safety 42:00 Work to be done 45:00 Hannah's thoughts ___ Thanks to everyone who made this possible, including but not limited to: Presenter: Professor Hannah Fry Series Producer: Dan Hardoon Editor: Rami Tzabar Commissioner & Producer: Emma Yousif Music composition: Eleni Shaw Audio engineer: Richard Courtice Production Manager: Dan Lazard Studio Manager: Nicholas Duke Video Director: Bernardo Resende Video Editor: Alex Baro Cayetano, Bilal Merhi Audio Engineer: Perry Rogantin Camera and Lighting Operator: Robert Messere Production Coordination: Zoey Roberts, Sarah Ellen Morton Visual Identity and Design: Rob Ashley Commissioned by Google DeepMind ___ Subscribe to our channel / @googledeepmind Find us on X / googledeepmind Follow us on Instagram / googledeepmind Add us on Linkedin / deepmind