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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

Battle the algorithms: China's delivery riders on the edge - 1 views

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    "BEIJING: Handing over a piping hot meal at exactly the time promised, Chinese food delivery driver Zhuang Zhenhua triumphantly tapped his job as complete through the Meituan app -- and was immediately fined half of his earnings. A glitch meant it inaccurately registered him as being late and he incurred an automatic penalty -- one of many ways, he said, delivery firms exploit millions of workers even as the sector booms. Authorities have launched a crackdown demanding firms including Meituan and Alibaba's Ele.me ensure basic labour protections such as proper compensation, insurance, as well as tackling algorithms that effectively encourage dangerous driving."
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

Twitter admits bias in algorithm for rightwing politicians and news outlets | Twitter |... - 1 views

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    "Twitter has admitted it amplifies more tweets from rightwing politicians and news outlets than content from leftwing sources. The social media platform examined tweets from elected officials in seven countries - the UK, US, Canada, France, Germany, Spain and Japan. It also studied whether political content from news organisations was amplified on Twitter, focusing primarily on US news sources such as Fox News, the New York Times and BuzzFeed."
dr tech

Facebook AI equated Black men with 'primates'. Cue a toothless apology. - 0 views

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    "Some Facebook users who recently watched a Daily Mail video depicting Black men reported seeing a label from Facebook asking if they were interested in watching more videos about "primates." The label appeared in bold text under the video, stating "Keep seeing videos about Primates?" next to "Yes" and "Dismiss" buttons that users could click to answer the prompt. It's part of an AI-powered Facebook process that attempts to gather information on users' personal interests in order to deliver relevant content into their News Feed"
dr tech

Student proves Twitter algorithm 'bias' toward lighter, slimmer, younger faces | Twitte... - 0 views

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    "Twitter's image cropping algorithm prefers younger, slimmer faces with lighter skin, an investigation into algorithmic bias at the company has found. The finding, while embarrassing for the company, which had previously apologised to users after reports of bias, marks the successful conclusion of Twitter's first ever "algorithmic bug bounty"."
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

Emojify - 0 views

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    "We want to start a conversation about emotion recognition technology. Explore the site, watch the video, play a game and add your thoughts to our research. Or turn on your camera to activate our very own emotion recognition machine...will it 'emojify' you? "
dr tech

Don't ask if artificial intelligence is good or fair, ask how it shifts power - 0 views

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    "When the field of AI believes it is neutral, it both fails to notice biased data and builds systems that sanctify the status quo and advance the interests of the powerful. What is needed is a field that exposes and critiques systems that concentrate power, while co-creating new systems with impacted communities: AI by and for the people."
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

Doctors use algorithms that aren't designed to treat all patients equally - 0 views

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    "The battle over algorithms in healthcare has come into full view since last fall. The debate only intensified in the wake of the coronavirus pandemic, which has disproportionately devastated Black and Latino communities. In October, Science published a study that found one hospital unintentionally directed more white patients than Black patients to a high-risk care management program because it used an algorithm to predict the patients' future healthcare costs as a key indicator of personal health. Optum, the company that sells the software product, told Mashable that the hospital used the tool incorrectly. "
dr tech

In facial recognition challenge, top-ranking algorithms show bias against Black women |... - 0 views

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    "The results are unfortunately not surprising - countless studies have shown that facial recognition is susceptible to bias. A paper last fall by University of Colorado, Boulder researchers demonstrated that AI from Amazon, Clarifai, Microsoft, and others maintained accuracy rates above 95% for cisgender men and women but misidentified trans men as women 38% of the time."
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."
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