Podlipodcast player Webplayer

"The Cognitive Revolution"

"The Cognitive Revolution"

One Brain, Any Body: Google DeepMind's Keerthana on Gemini Robotics 2, Cross-Embodiment & Humanoids

"The Cognitive Revolution" · Oct 3, 2026 · 1:32:08

0:001:32:08

Listen in the Podli app 🎧

Follow your favourite podcasts, listen offline and in the car with CarPlay and Android Auto, and always pick up where you left off. Free to try.

Keerthana Gopalakrishnan, Research Lead for Gemini Robotics at Google DeepMind, returns to discuss the release of Gemini Robotics 2, whole-body intelligence, and the pursuit of generalist humanoid robots. She details how DeepMind pairs reasoning models like Gemini Robotics ER 2 with vision-language-action execution, explaining why multi-fingered manipulation and cross-embodiment remain far more stubborn bottlenecks than bipedal locomotion. Together, they examine the real-world stakes of bringing physical AI into human environments, addressing crucial trade-offs across inference latency, sensor failures, and operational safety where errors carry immediate physical consequences.

For full show notes, links, and references, read the episode page:https://www.cognitiverevolution.ai/one-brain-any-body-google-deepmind-s-keerthana-on-gemini-robotics-2-cross-embodiment-humanoids/
Sponsors:

Athena: Athena matches you with a dedicated, top 1% executive assistant to handle your inbox, calendar, and daily workflows so you can save an average of 15 hours a week. Get matched with your EA today at https://athena.com/cognitive

Parallel: Parallel provides enterprise-grade web search APIs for AI agents, offering the optimal balance of quality, speed, and cost. Get started for free at https://parallel.ai/tcr

Deepgram Flux TTS: Deepgram Flux TTS is a streaming text-to-speech model built for voice agents with natural tone, context awareness, and interruption handling. Try it free until September 12 at https://deepgram.com/keep-talking

OutSystems: OutSystems is the leading agentic systems platform, helping enterprises build, modernize, and operate mission-critical applications at the speed of AI. Learn more and start owning your agentic future at https://outsystems.com/tcr

Claude: Claude is the AI collaborator for problem solvers, helping with writing, coding, financial models, strategy, and more. Get started with Claude and explore Claude Pro at https://claude.ai/tcr

CHAPTERS:

(00:00) About the Episode

(04:22) Humanoid Olympics and simulation

(11:11) Generalization versus task mastery

(21:22) Gemini Robotics 2 architecture (Part 1)

(21:28) Sponsors: Athena | Parallel

(24:19) Gemini Robotics 2 architecture (Part 2) (Part 1)

(36:02) Sponsors: Deepgram Flux TTS | OutSystems | Claude

(40:00) Gemini Robotics 2 architecture (Part 2) (Part 2)

(48:28) Whole body humanoid control

(57:03) Progress in robotic hands

(01:03:26) Safety and robot interaction

(01:12:11) Future of robotics data

(01:18:47) Interacting with robot fleets

(01:26:56) Episode Outro

(01:30:05) Outro

PRODUCED BY:

https://aipodcast.ing

Episodes: "The Cognitive Revolution"

PodliGet the free Podli app
↓ App