Grace Huckins Tests Humanoid Cleaning Robot Service: Currently Relies on Human Teleoperation, Each Cleaning Session Trains the Autonomous Model
Free science journalist Grace Huckins booked a home cleaning service from San Francisco startup Tau Robotics for $30. She found that the robot was not operating autonomously but was instead remotely controlled by humans via cameras mounted on its head and wrists; data generated during each cleaning session is used to train more autonomous subsequent models. The robot exhibited issues such as overheating, tipping over, and an inability to navigate stairs, but it is indeed learning and can clean toilets.
San Francisco-based startup Tau Robotics advertised a new service on social media: for $30, a humanoid robot will come to your apartment to clean. Free science journalist Grace Huckins saw this post and immediately joined the waitlist. She is not someone who typically hires cleaners, but driven by journalistic curiosity, she wanted to see what this service was really like. To get a genuine experience, she did not disclose to Tau Robotics that she was a journalist, registering only with her real name.
Tau Robotics' long-term goal is to make autonomous cleaning robots a reality, but Huckins points out directly in her article: they are far from achieving this at present. Currently, these robots are teleoperated by humans who observe the scene through cameras attached to the robot's head and wrists. As the robots clean, they continuously collect data, which Tau Robotics plans to use to train more autonomous follow-up models.
This means that every successful wipe of a countertop and every successfully folded T-shirt helps improve the model controlling the robot. The $30 paid by consumers buys a human-teleoperated cleaning session combined with data collection—the robot itself acts as a data acquisition terminal, the human operator performs the actual cleaning work, and the collected operational data is used to improve future autonomous systems.
Specific failures observed by Huckins include the robot overheating and tipping over, issues directly highlighted in the article's title. These robots are clearly unsuited for climbing stairs and require significant human guidance. However, Huckins also noted that the robot is indeed learning and is capable of cleaning toilets.