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In September 2018, the US Department of Homeland Security proposed to add credit scores and histories to the list of information immigrants are required to submit when applying for legal resident status. The stated purpose of the proposed rule is to bar those who might become a "public charge" from

Canada began experiments introducing automated decision-making algorithms into its immigration systems to support evaluation of some of the country's immigrant and visitor applications in 2014. In a 2018 study, Citizen Lab and NewsDeeply found that AI's use was expanding despite concerns about bias

Following the 9/11 attacks in 2001, the New York City Police Department installed thousands of CCTV cameras and by 2008 in partnership with Microsoft had built the Lower Manhattan Security Coordination Center to consolidate its video surveillance operations into a single command centre that also

In 2011, the US Department of Homeland Security funded research into a virtual border agent kiosk called AVATAR, for Automated Virtual Agent for Truth Assessments in Real-Time, and tested it at the US-Mexico border on low-risk travellers who volunteered to participate. In the following years, the

In 2018, at least five British local authorities began developing systems intended to use predictive analytics to identify families needing attention from child services on the basis that algorithmic profiling could help them target their scarce resources more efficiently. Data about at least 377

In 2018, the EU announced iBorderCtrl, a six-month pilot led by the Hungarian National Police to install an automated lie detection test at four border crossing points in Hungary, Latvia, and Greece. The system uses an animated AI border agent that records travellers' faces while asking questions

Police in the German state of Hesse are using a bespoke version of Palantir's Gotham software system, specially adapted for the police force. Palantir CEO Alex Karp sits on the board of the German mega publisher Axel Springer. Publication: WorldCrunch, Jannis Brühl Date: 20 November 2018

In 2016, Tapad launched a partnership with the location-based ad targeting firm Placed to provide a service measuring the impact of digital advertising on in-store sales. Tapad sends anonymous campaign data to Placed, which has a panel of more than 500,000 users who have opted in. Placed measures

In 2016, Tapad and Acxiom's LiveRamp announced an expanded partnership to make Tapad's proprietary Device Graph accessible to LiveRamp's more than 400 adtech and marketing technology platforms. Device Graph enables marketers to track customer engagement across all digital channels. LiveRamp will use

In 2018, Tapad announced it would offload its media business to Brand Networks, refocusing instead on its data business and identity products, primarily its cross-device graph. A particular target for its new focus was the telecommunications industry, starting with Telenor, which acquired Tapad in

In 2018, Tapad announced a partnership with Twine Data intended to integrate Tapad's probabilistic cross-device tracking capability with Twine's deterministic identity graph. The two companies intend to create one of the largest portable identity graph and customer relationship management onboarding

In 2013, companies like Tapad developed new "cross-screen marketing" techniques to allow them to expand from tracking desktop computer users across the web to targeting them as they moved to smartphones and tablets. Cookies - small bits of code deposited on computers - do not work as well on mobile

In 2014, Tapad claimed its system for matching consumers across multiple devices protected privacy because it relied on probabilistic matching rather than a deterministic approach that builds on personally identifiable information. The deterministic approach relies on logins - for example, an

In 2015, the advertising startup Tapad launched TV Pulse, a measurement platform that added linear TV data to its existing cross-device platform. The company claimed that its technology could detect devices such as smartphones being used by the same consumer who had viewed the company's TV ads, to

In 2013, the New York-based startup Tapad was growing fast based on its claim to be able to track and target individual consumers across many devices - desktop and laptop computers, TVs, smartphones, and tablets. The technique goes well beyond cookies, which enable sites to track individuals across

In 2015, Norwegian telephone company Telenor announced it was acquiring Tapad, a five-year-old New York-based advertising startup for $360 million. Tapad focuses on cross-device "retargeting"; that is, it claims to track billions o dfata points across mobile devices, PCs, TV, and watches, and, going