![]() So, to get to the point where the machine can recognize it, you actually need a human to teach it what it’s looking at. When we think of a robot vacuum, for example, being able to recognize dog waste, you have to ask the question of how does it recognize that pet waste? So, these robot vacuums record this image or the raw data, and the algorithm then is able to recognize that something is pet waste because you have given it a lot of pictures of pet waste to look at and compare it to. Guo: What happens with artificial intelligence, and specifically machine learning, is that you have to teach these machine learning models how to recognize patterns. ![]() Meghan McCarty Carino: Tell me more about this process of data annotation. It’s this whole data supply chain that consumers really have no idea exists. So, it’s part of this massive data supply chain of what happens with our data when it is collected by companies, shared internally, used internally and shared with third-party service providers. ![]() They were just trying to get help on how to identify some of the strange shapes in homes and countries with very different setups than what they have in Venezuela. The images that we received were from data labelers in Venezuela, who then shared it on these Facebook and Discord groups where, to be clear, they weren’t trying to violate anyone’s privacy. These are essentially gig workers that have the job of taking all sorts of training data, like images, video, text or audio, and giving it extra context so that an algorithm can understand what it’s listening to. From iRobot servers, they were then shared with service providers, like Scale AI, that does the outsourced training and labeling of data, what’s called data labelers or data annotators. The following is an edited transcript of their conversation.Įileen Guo: The images were captured in the homes of beta testers. She said the images weren’t collected from consumers, but rather as part of iRobot’s product development process to train the artificial intelligence used by the vacuums to recognize obstacles in a home. ![]() Marketplace’s Meghan McCarty Carino spoke to Eileen Guo, a senior reporter at MIT Technology Review who has been investigating this. Those photos found their way into a private Facebook group for Venezuelan gig workers, where they were then leaked to journalists at MIT Technology Review. Images of children’s faces, the layout of a house, even someone sitting on the toilet were all captured by iRobot vacuum test models in North America, Europe and Asia. But these devices - like many other “connected home” technologies - have the potential to collect a lot of data from the private setting of our homes. However, she also stresses that all customers and users of the technology were aware that this could happen.Sure, robot vacuums are convenient and they make for great cat videos. IRobot, as mentioned, has confirmed that the photos were taken by a robotic vacuum cleaner. ![]() The company confirms that a leak occurred, but says the owners were aware of it The biggest mystery about the case is that it is not known how these photos ended up on the Internet. These are pictures that show furniture and pets, but they also reveal a woman sitting on her toilet.Īccording to information from the manufacturer, users of Robot They were aware that the recordings could be caused by the modified version of the device, which is not being marketed. Pictures taken by the vacuum cleaner are circulating on the Internet in networks in VenezuelaĪccording to the information, MIT Technology Review had access to 15 photos taken by the robotic vacuum cleaner that were shared on Venezuelan forums and social networks. According to the company, the truth happened in 2020, and this feature is no longer available in the new versions. See also: The future has arrived! Professions that may soon be replaced by robotsĪccording to the company, the robotic vacuum cleaner model made the pictures due to an older version of the driver modification. The pictures were posted online and she was blown away. iRobot Roomba J7 robot vacuum took pictures of a woman while she was sitting on the toilet doing her business. An unusual event was spotted and shared on social media, where it quickly became viral content. ![]()
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