Sign up to save tools and stay up to date with the latest in AI
bg
bg
1

Robotics Q&A with UC Berkeley's Ken Goldberg | TechCrunch

Dec 16, 2023 - techcrunch.com
TechCrunch's robotics newsletter Actuator is running Q&As with top minds in robotics, including UC Berkeley professor and robotics startup co-founder Ken Goldberg. Goldberg predicts that generative AI will transform robotics, with large language models like ChatGPT facilitating natural language communication between robots and humans. He also highlights the potential of multi-modal models and diffusion policies. Despite initial skepticism, Goldberg now sees potential in humanoid and legged robots, particularly for traversing complex terrains in homes and factories. He predicts an increase in robots in manufacturing and warehouses, and sees potential for robots in decluttering homes.

Goldberg doesn't expect to see true general-purpose robots in the near future and dismisses fears of robots stealing jobs. He also highlights the underreported issue of robot motion planning, particularly the problem of robot "singularities" where a robot stops unexpectedly. He co-founded a startup, Jacobi Robotics, to implement algorithms that can avoid these singularities, thereby increasing reliability and productivity for all robots.

Key takeaways:

  • Generative AI is transforming robotics, with large language models like ChatGPT allowing robots and humans to communicate in natural language, and Vision-Language-Action models facilitating robot perception and control of robot motions.
  • Ken Goldberg, a professor at UC Berkeley, believes that humanoid and legged robots, despite their inefficiencies, have many advantages over wheels in homes and factories, and that simple grippers will continue to be more reliable and cost-effective than five-fingered robot hands.
  • Goldberg predicts that within the next decade, affordable home robots that can declutter will become commonplace, and that the benefits for parents and senior citizens will outweigh the risks.
  • Robot motion planning, particularly the issue of robot "singularities" where a robot stops unexpectedly and must be manually reset, is a fundamental problem in robotics that is not getting enough coverage.
View Full Article

Comments (0)

Be the first to comment!