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dr tech

AI expert calls for end to UK use of 'racially biased' algorithms | Technology | The Guardian - 0 views

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    "On inbuilt bias in algorithms, Sharkey said: "There are so many biases happening now, from job interviews to welfare to determining who should get bail and who should go to jail. It is quite clear that we really have to stop using decision algorithms, and I am someone who has always been very light on regulation and always believed that it stifles innovation."
dr tech

Racial bias in a medical algorithm favors white patients over sicker black patients | News India Times - 0 views

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    "A widely used algorithm that predicts which patients will benefit from extra medical care dramatically underestimates the health needs of the sickest black patients, amplifying long-standing racial disparities in medicine, researchers have found."
dr tech

Discrimination by algorithm: scientists devise test to detect AI bias | Technology | The Guardian - 0 views

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    "Concerns have been growing about AI's so-called "white guy problem" and now scientists have devised a way to test whether an algorithm is introducing gender or racial biases into decision-making."
dr tech

Twitter apologises for 'racist' image-cropping algorithm | Twitter | The Guardian - 0 views

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    "But users began to spot flaws in the feature over the weekend. The first to highlight the issue was PhD student Colin Madland, who discovered the issue while highlighting a different racial bias in the video-conference software Zoom. When Madland, who is white, posted an image of himself and a black colleague who had been erased from a Zoom call after its algorithm failed to recognise his face, Twitter automatically cropped the image to only show Madland."
dr tech

TikTok's Algorithm Shows Unintentional Racial Bias, Researcher Finds - 0 views

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    "Specifically, the question is whether that algorithm is sorting suggestions based on the race of the creator - something TikTok denies it's doing intentionally. But it's another example of the need for more scrutiny into how the app and other social media platforms promote particular creators or content."
dr tech

Big Data Ethics: racially biased training data versus machine learning / Boing Boing - 0 views

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    "O'Neill recounts an exercise to improve service to homeless families in New York City, in which data-analysis was used to identify risk-factors for long-term homelessness. The problem, O'Neill describes, was that many of the factors in the existing data on homelessness were entangled with things like race (and its proxies, like ZIP codes, which map extensively to race in heavily segregated cities like New York). Using data that reflects racism in the system to train a machine-learning algorithm whose conclusions can't be readily understood runs the risk of embedding that racism in a new set of policies, these ones scrubbed clean of the appearance of bias with the application of objective-seeming mathematics. "
dr tech

Speech recognition algorithms may also have racial bias | Ars Technica - 0 views

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    "These systems weren't set up to be biased; it's likely that they were simply trained on a subset of the diversity of accents and usages present in the United States. But, as we become ever more reliant on these systems, making them less frustrating for all their users should be a priority."
dr tech

Chinese security firm advertises ethnicity recognition technology while facing UK ban | Surveillance | The Guardian - 0 views

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    "The brochure also advertised "Optional Demographic Profiling Facial analysis algorithms", including "gender, race/ethnicity, age" profiling. A second, Italian-based, company was also cited on Hikvision's website as offering racial profiling. The company removed both claims from its website following an inquiry from the Guardian, and said the technology had never been sold in the UK. The document, it said, detailed the "potential application of our cameras, with technology built independently by FaiceTech and other partners"."
dr tech

'Three black teenagers': anger as Google image search shows police mugshots | Technology | The Guardian - 0 views

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    "A simple Google image search highlighted on Twitter has been said to highlight the pervasiveness of racial bias and media profiling. "Three black teenagers" was a trending search on Google on Thursday after a US high school student pointed out the stark difference in results for "three black teenagers" and "three white teenagers"."
dr tech

The ACLU showed that Amazon's facial recognition system thinks members of Congress are felons, so now Congress is taking action / Boing Boing - 0 views

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    "Rekognition indicated high confidence that 28 members of the current Congress were known arrestees. It was wrong in every case. The false positives disproportionately targeted racialized members of Congress. This, finally, has Congress's attention: members of Congress have sent some pointed questions to Amazon about its Rekognition tool and given them a deadline of Aug 20 to respond. They've also requested an immediate meeting with Jeff Bezos to discuss the topic in depth."
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