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dr tech

When Good Algorithms Go Sexist: Why and How to Advance AI Gender Equity - 0 views

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    "In 2019, Genevieve (co-author of this article) and her husband applied for the same credit card. Despite having a slightly better credit score and the same income, expenses, and debt as her husband, the credit card company set her credit limit at almost half the amount. "
dr tech

How Artificial Intelligence Perpetuates Gender Imbalance - 0 views

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    "Ege Gürdeniz: There are two components to Artificial Intelligence (AI) bias. The first is an AI application making biased decisions regarding certain groups of people. This could be ethnicity, religion, gender, and so on. To understand that we first need to understand how AI works and how it's trained to complete specific tasks."
dr tech

'Conditioning an entire society': the rise of biometric data technology | Biometrics | ... - 0 views

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    "In each case, biometric data has been harnessed to try to save time and money. But the growing use of our bodies to unlock areas of the public and private sphere has raised questions about everything from privacy to data security and racial bias."
dr tech

Ban Eproctoring - 0 views

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    "This is an abuse of the concept of consent and risks desensitizing people to surveillance. Eproctoring also treats students as if they are guilty until proven innocent, which is a concerning and disrespectful stance for any academic institution to take." What do you think?
dr tech

Microsoft's Kate Crawford: 'AI is neither artificial nor intelligent' | Artificial inte... - 0 views

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    "Beginning in 2017, I did a project with artist Trevor Paglen to look at how people were being labelled. We found horrifying classificatory terms that were misogynist, racist, ableist, and judgmental in the extreme. Pictures of people were being matched to words like kleptomaniac, alcoholic, bad person, closet queen, call girl, slut, drug addict and far more I cannot say here. ImageNet has now removed many of the obviously problematic people categories - certainly an improvement - however, the problem persists because these training sets still circulate on torrent sites [where files are shared between peers]."
dr tech

An A.I. Training Tool Has Been Passing Its Bias to Algorithms for Almost Two Decades | ... - 0 views

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    ""I consider 'bias' a euphemism," says Brandeis Marshall, PhD, data scientist and CEO of DataedX, an edtech and data science firm. "The words that are used are varied: There's fairness, there's responsibility, there's algorithmic bias, there's a number of terms… but really, it's dancing around the real topic… A dataset is inherently entrenched in systemic racism and sexism.""
dr tech

This AI-powered app will tell you if you're beautiful - and reinforce biases, too | Art... - 0 views

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    "Qoves founder Shafee Hassan claimed to MIT Technology Review that beauty scoring is widespread; social media platforms use it to identify attractive faces and give them more attention."
dr tech

What a picture of Alexandria Ocasio-Cortez in a bikini tells us about the disturbing fu... - 0 views

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    "Researchers fed these algorithms (which function like autocomplete, but for images) pictures of a man cropped below his neck: 43% of the time the image was autocompleted with the man wearing a suit. When you fed the same algorithm a similarly cropped photo of a woman, it auto-completed her wearing a low-cut top or bikini a massive 53% of the time. For some reason, the researchers gave the algorithm a picture of the Democratic congresswoman Alexandria Ocasio-Cortez and found that it also automatically generated an image of her in a bikini. (After ethical concerns were raised on Twitter, the researchers had the computer-generated image of AOC in a swimsuit removed from the research paper.)"
dr tech

Columbia researchers find white men are the worst at reducing AI bias | VentureBeat - 0 views

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    "Researchers at Columbia University sought to shed light on the problem by tasking 400 AI engineers with creating algorithms that made over 8.2 million predictions about 20,000 people. In a study accepted by the NeurIPS 2020 machine learning conference, the researchers conclude that biased predictions are mostly caused by imbalanced data but that the demographics of engineers also play a role."
dr tech

We can reduce gender bias in natural-language AI, but it will take a lot more work | Ve... - 0 views

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    "However, since machine learning algorithms are what they eat (in other words, they function based on the training data they ingest), they inevitably end up picking up on human biases that exist in language data itself."
dr tech

More than 1,200 Google workers condemn firing of AI scientist Timnit Gebru | Google | T... - 0 views

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    "The paper, co-authored by researchers inside and outside Google, contended that technology companies could do more to ensure AI systems aimed at mimicking human writing and speech do not exacerbate historical gender biases and use of offensive language, according to a draft copy seen by Reuters."
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

12 unexpected ways algorithms control your life - Tech - 0 views

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    "Admission algorithms can make or break your academic plans. A Washington Post investigation found 44 schools use prediction software to give applicants a score out of 100 for its admissions process. The score considers different aspects of a student's application from test scores, home address, transcripts, and even what websites they've visited. That's all calculated to rate how strong of a match a student is for a school."
dr tech

How Bias Ruins A.I. - OneZero - 0 views

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    "To what extent do the decisions of these types of algorithms reflect the conscious or unconscious biases of their creators?"
dr tech

Dressing for the Surveillance Age | The New Yorker - 0 views

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    "Apart from biases in the training databases, it's hard to know how well face-recognition systems actually perform in the real world, in spite of recent gains. Anil Jain, a professor of computer science at Michigan State University who has worked on face recognition for more than thirty years, told me, "Most of the testing on the private venders' products is done in a laboratory environment under controlled settings. In real practice, you're walking around in the streets of New York. It's a cold winter day, you have a scarf around your face, a cap, maybe your coat is pulled up so your chin is partially hidden, the illumination may not be the most favorable, and the camera isn't capturing a frontal view.""
dr tech

How to Detect Bias in AI - Towards Data Science - 0 views

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    "Bias in Artificial Intelligence (AI) has been a popular topic over the last few years as AI-solutions have become more ingrained in our daily lives."
dr tech

AI expert calls for end to UK use of 'racially biased' algorithms | Technology | The Gu... - 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

We Teach A.I. Systems Everything, Including Our Biases | 3 Quarks Daily - 0 views

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    "But BERT, which is now being deployed in services like Google's internet search engine, has a problem: It could be picking up on biases in the way a child mimics the bad behavior of his parents. BERT is one of a number of A.I. systems that learn from lots and lots of digitized information, as varied as old books, Wikipedia entries and news articles."
dr tech

Digital assistants like Siri and Alexa entrench gender biases, says UN | Technology | T... - 0 views

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    "Assigning female genders to digital assistants such as Apple's Siri and Amazon's Alexa is helping entrench harmful gender biases, according to a UN agency."
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