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Show HN: OK-Robot: open, modular home robot framework for pick-and-drop anywhere (ok-robot.github.io)

542 points by MahiShafiullah · 906 days ago · 110 comments on HN

Article summary

The article presents OK-Robot, an open and modular framework for home robots that can perform pick-and-drop tasks without requiring training. The system uses vision-language models, navigation primitives, and grasping primitives to achieve a 58.5% success rate in 10 real-world home environments. The authors analyze the performance of OK-Robot and identify the leading causes of failures, including difficulties in retrieving the right object and hardware issues. The framework is open-source and available on GitHub.

Main themes

  • robotics
  • artificial intelligence
  • automation
  • home robots
  • open-source hardware
  • future of work
  • leisure and productivity
  • economic and social implications

What commenters say

  • Some commenters believe that general-purpose robots that can replace human labor in various tasks are more desirable than specialized robots.
  • Others argue that building generalist robots is extremely challenging and that piecemeal robots are a more feasible solution for automating tasks in the short term.
  • There is a concern that the development of robots and AI may primarily benefit corporations and reduce human employment, rather than alleviating drudgery and increasing leisure time for people.
  • A few commenters suggest that a universal basic income or socialist policies may be necessary to ensure that the benefits of automation are shared by all.
  • Some readers are interested in the potential of robots to perform specific tasks, such as folding laundry or cleaning, and are willing to pay a high price for such capabilities.
  • Others discuss the potential for robots to increase productivity and reduce the need for human labor, but also note that this may require significant changes to economic and social systems.
  • The high cost of the robot, nearly $25,000, is attributed to the low volume of production and the high cost of engineering and materials.
  • The development of robots like OK-Robot raises questions about the future of work and leisure, and how society will adapt to the increasing use of automation and AI.