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In January 2020, the New York Times published an article about the company Clearview AI, which sparked a global debate about its powerful facial recognition software. The user only has to upload the picture of a person to receive public photos of that person, along with links to where these photos were found. The enormous database of more than 3 billion images was scraped from Facebook, Twitter, YouTube and millions of other websites. Clearview AI even advertises how the amount of searchable photos goes beyond anything other technology companies or even the US government has available. Clearview AI sells its technology to law enforcement and government agencies but also to commercial entities. This is where it differs from another search engine for faces that became known a few months later in July of 2020. PimEyes offers its facial recognition to anyone for free and their database contains more than 900 million faces as of April 2020. The question is: How do we protect ourselves agai