83 min listen
E12: The Robot Revolution with Keerthana Gopalakrishnan of Google Robotics
From"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis
E12: The Robot Revolution with Keerthana Gopalakrishnan of Google Robotics
From"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis
ratings:
Length:
91 minutes
Released:
Mar 30, 2023
Format:
Podcast episode
Description
Nathan Labenz talks to Google Robotics researcher Keerthana Gopalakrishnan (@keerthanpg) about how they train robots at Google, and how robots contextualize their environment and complete tasks through supervised learning. They go deep on integrating language models for commands and how to approach translating them, as well as the importance of robotics safety. Keerthana also shares how we’re using robots to better understand ourselves, personal experiences using AI, and her hopes and fears about AI's impact on society.
This episode provides valuable insights into the current state and potential future of robotics and AI, with Keerthana's expertise offering unique perspectives on these fascinating topics.
(0:00) Preview to episode
(0:51) Sponsor
(1:09) Intro
(5:20) GPT analogy for robotics
(6:51) Domestic robots
(10:53) Description of Google robotics
(15:17) Controlling robots and supervised learning
(18:50) How robots complete tasks
(26:17) Using data to train robots
(30:45) Data operability
(36:02) Integrating language models for commands
(38:58) How to approach translating commands
(42:49) How robots contextualize their environment
(47:02) Approach to robotics safety
(51:02) Tasks that robots can’t/shouldn’t do
(54:08) The hard bounds of robotics
(59:17) Frequency of inference
(1:03:50) Form factor in robotics
(1:08:38) Using robots to better understand ourselves
(1:12:23) Having robot friends and spouses
(1:17:44) Inference and latency
(1:19:17) The Google Robotics team
(1:21:07) AI tools Keerthana uses in her personal life
*Thank you Omneky* for sponsoring The Cognitive Revolution. Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work, customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off.
Twitter:
@CogRev_Podcast
@keerthanpg (Keerthana)
@labenz (Nathan)
Join 1000's of subscribers of our Substack: https://cognitiverevolution.substack
Websites:
cognitivervolution.ai
omneky.com
https://research.google/research-areas/robotics/
https://research.google/teams/brain/
This episode provides valuable insights into the current state and potential future of robotics and AI, with Keerthana's expertise offering unique perspectives on these fascinating topics.
(0:00) Preview to episode
(0:51) Sponsor
(1:09) Intro
(5:20) GPT analogy for robotics
(6:51) Domestic robots
(10:53) Description of Google robotics
(15:17) Controlling robots and supervised learning
(18:50) How robots complete tasks
(26:17) Using data to train robots
(30:45) Data operability
(36:02) Integrating language models for commands
(38:58) How to approach translating commands
(42:49) How robots contextualize their environment
(47:02) Approach to robotics safety
(51:02) Tasks that robots can’t/shouldn’t do
(54:08) The hard bounds of robotics
(59:17) Frequency of inference
(1:03:50) Form factor in robotics
(1:08:38) Using robots to better understand ourselves
(1:12:23) Having robot friends and spouses
(1:17:44) Inference and latency
(1:19:17) The Google Robotics team
(1:21:07) AI tools Keerthana uses in her personal life
*Thank you Omneky* for sponsoring The Cognitive Revolution. Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work, customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention "Cog Rev" for 10% off.
Twitter:
@CogRev_Podcast
@keerthanpg (Keerthana)
@labenz (Nathan)
Join 1000's of subscribers of our Substack: https://cognitiverevolution.substack
Websites:
cognitivervolution.ai
omneky.com
https://research.google/research-areas/robotics/
https://research.google/teams/brain/
Released:
Mar 30, 2023
Format:
Podcast episode
Titles in the series (100)
E10: The AI Voice Revolution with Mahmoud Felfel of Play.ht: The development of ultra-realistic human voices is upon us, and Mahmoud Felfel's company Play.ht is leading the next generation of text-to-voice models. In this episode, we discuss the challenges and opportunities of automating a more human voice, as well as concerns about deep fakes and user safety. Also, you might be interested to check out the debut of Erik Torenberg's new podcast "Upstream". This coming season features interviews with Marc Andreessen (Episode 1 is out now), David Sacks, Ezra Klein, Balaji Srinivasan, Katherine Boyle, and more. Subscribe here: https://podcasts.apple.com/us/podcast/id1678893467 Timestamps: (0:00) Preview of Mahmoud on this episode (0:55) Sponsor: Omneky.com (1:45) Nathan clones his voice using Play.ht (6:11) Why Mahmoud started Play.ht and the problem they tried to solve (13:08) The job to be done for Play.ht & how they’re thinking about APIs and models (24:45) Mahmoud breaks by "The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis