Oct 182020 Microsoft teamed up with a nonprofit using autonomous ‘interceptor’ boats to clean up the ocean and is helping it identify trash with machine learning Microsoft has autonomous boats for cleaning up the ocean. And it uses machine learning to identify trash. 😃 article. Depending on the weather, current, and other factors a single interceptor can collect more than 11,000 pounds of debris in a day.