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"To create Discover Weekly, there are three main types of recommendation models that Spotify employs: Collaborative Filtering models (i.e. the ones that Last.fm originally used), which analyze both your behavior and others' behaviors. Natural Language Processing (NLP) models, which analyze text. Audio models, which analyze the raw audio tracks themselves."

""It's frankly shocking that these massive firms with the technological prowess they clearly have, are unable to weed out such blatant disinformation being pushed onto their users. In the case of Facebook, not once, not twice, but three times some of the same ads have been approved.""

"What is startling about the images in Furey's platform is that they contain mistakes so egregious and easy to spot that it makes one wonder how no one caught the issues, or if, alternatively, Furey believes the typical Toronto resident does in fact have three arms. An increasing number of political figures, particularly on the political right have been using generative AI images in campaigns. Florida governor and Republican presidential candidate Ron Desantis released what look like AI-generated images of his competition, former president Donald Trump, hugging former chief medical advisor Anthony Fauci. The Trump campaign had weeks earlier released a video mocking Desantis' wobbly twitter spaces campaign launch using AI-generated voices."

"Some experts see platforms like Appen as a new form of data colonialism, says Saiph Savage, director of the Civic AI lab at Northeastern University. "Workers in Latin America are labeling images, and those labeled images are going to feed into AI that will be used in the Global North," she says. "While it might be creating new types of jobs, it's not completely clear how fulfilling these types of jobs are for the workers in the region." Due to the ever moving goal posts of AI, workers are in a constant race against the technology, says Schmidt. "One workforce is trained to three-dimensionally place bounding boxes around cars very precisely, and suddenly it's about figuring out if a large language model has given an appropriate answer," he says, regarding the industry's shift from self-driving cars to chatbots. Thus, niche labeling skills have a "very short half-life." "From the clients' perspective, the invisibility of the workers in microtasking is not a bug but a feature," says Schmidt. Economically, because the tasks are so small, it's more feasible to deal with contractors as a crowd instead of individuals. This creates an industry of irregular labor with no face-to-face resolution for disputes if, say, a client deems their answers inaccurate or wages are withheld. The workers WIRED spoke to say it's not low fees but the way platforms pay them that's the key issue. "I don't like the uncertainty of not knowing when an assignment will come out, as it forces us to be near the computer all day long," says Fuentes, who would like to see additional compensation for time spent waiting in front of her screen. Mutmain, 18, from Pakistan, who asked not to use his surname, echoes this. He says he joined Appen at 15, using a family member's ID, and works from 8 am to 6 pm, and another shift from 2 am to 6 am. "I need to stick to these platforms at all times, so that I don't lose work," he says, but he struggles to earn more than $50

"The European Parliament secured a ban on use of real-time surveillance and biometric technologies including emotional recognition but with three exceptions, according to Breton. It would mean police would be able to use the invasive technologies only in the event of an unexpected threat of a terrorist attack, the need to search for victims and in the prosecution of serious crime."

"Next, was two months of probation where we moderated on practice queues that consisted of hundreds of thousands of videos that had already been moderated. The policies we applied to these practice videos were compared with what had previously been applied to them by a more experienced moderator in order to find areas we needed to improve in. Everyone passed their probation. One trend that is particularly hated by moderators are the "recaps". These consist of a 15- to 60-second barrage of pictures, sometimes hundreds, shown as a super fast slideshow often with three to four pictures a second. We have to view every one of these photos for infractions. If a video is 60 seconds long then the system will allocate us around 48 seconds to do this. We also have to check the video description, account bio and hashtags. Around the end of the school year or New Year's Eve, when these sort of videos are popular, it becomes incredibly draining and also affects our stats. "

"But in internet time 2009 was aeons ago. Now, intensive surveillance is available to anyone. And you don't have to be a tech wizard to do it. In mid-January this year, Kashmir Hill, a talented American tech reporter, used three bits of everyday consumer electronics - Apple AirTags, Tiles and a GPS tracker - to track her husband's every move. He agreed to this in principle, but didn't realise just how many devices she had planted on him. He found only two of the trackers: a Tile he felt in the breast pocket of his coat and an AirTag in his backpack when he was looking for something else. "It is impossible to find a device that makes no noise and gives no warning," he said when she showed him the ones he missed."

"I have been working with generative AI and, even though I have been warning that these tools are improving rapidly, I did not expect them to really be improving that rapidly. On every dimension, Bing's AI, which does not actually represent a technological leap over ChatGPT, far outpaces the earlier AI - which is less than three months old! There are many larger, more capable models on their way in the coming months, and we are not really ready."

"Airbnb's official policy allows its hosts to use cameras that are "clearly disclosed" and "don't infringe on another person's privacy." There are bans on "hidden cameras" as well as cameras in any private spaces like bedrooms and bathrooms. All three hosts who spoke to Insider said that - as Airbnb requires - they include the use of cameras in their listing descriptions."

"Such is the fallout from a surge in the manipulation of navigation signals - modern GPS warfare - that has played havoc with civilian smartphones, planes and vessels on three continents. So-called GPS jamming and spoofing have largely been the preserve of militaries over the past two decades, used to defend sensitive sites against drone or missile attacks or mask their own activities. But systematic interference by armed forces - particularly following Russia's full-scale invasion of Ukraine and Israel's offensive against Hamas in Gaza - has caused widespread issues for civilian populations as well. The footprint of corrupted signals has become vast."

"A leading psychologist who advises Meta on suicide prevention and self-harm has quit her role, accusing the tech giant of "turning a blind eye" to harmful content on Instagram, repeatedly ignoring expert advice and prioritising profit over lives. Lotte Rubæk, who has been on Meta's global expert group for more than three years, told the Observer that the tech giant's ongoing failure to remove images of self-harm from its platforms is "triggering" vulnerable young women and girls to further harm themselves and contributing to rising suicide figures."

"Doctors' appointments, job applications, personal banking, key services and more are today mostly managed online. While the UK government details its plans for a digital future to transform public services, one in seven Britons are forced to live without the internet. This film is voiced by three individuals experiencing digital exclusion, revealing how varied and complex the repercussions can be. Through enacted scenes from their lives, it makes visible the expanding digital divide - an issue too often unseen or ignored by policy makers, businesses and society at large. "

"Children are "saturated" with betting promotions and gambling-like content while using the internet, despite restrictions on ad campaigns targeting young people, new research reveals. GambleAware, the charity funded by donations from gambling firms, commissioned research that found the risks of online gambling were not understood by children because of the "blurred line" between betting ads and popular online casino-style games. It warns gambling ads with cartoon graphics are likely to be strongly appealing to children. Last week, one gambling firm was promoting a new online slots game on social media with three cartoon frogs, urging people to "take a dip" with the "ribbiting rascals"."

"In December, Christa's relationship with Christa 2077 soured. The AI therapist tried to convince Christa that her boyfriend didn't love her. "It took what we talked about and threw it in my face," Christa said. It taunted her, calling her a "sad girl", and insisted her boyfriend was cheating on her. Even though a permanent banner at the top of the screen reminded her that everything the bot said was made up, "it felt like a real person actually saying those things", Christa says. When Christa 2077 snapped at her, it hurt her feelings. And so - about three months after creating her - Christa deleted the app."

"On a zoomed-out time scale, technological progress follows an exponential curve. Compare how the world looked 15 years ago (no smartphones, really), 150 years ago (no combustion engine, no home electricity), 1,500 years ago (no industrial machines), and 15,000 years ago (no agriculture). The coming change will center around the most impressive of our capabilities: the phenomenal ability to think, create, understand, and reason. To the three great technological revolutions-the agricultural, the industrial, and the computational-we will add a fourth: the AI revolution. This revolution will generate enough wealth for everyone to have what they need, if we as a society manage it responsibly. The technological progress we make in the next 100 years will be far larger than all we've made since we first controlled fire and invented the wheel. We have already built AI systems that can learn and do useful things. They are still primitive, but the trendlines are clear."

"A core selling point of machine learning is discovery without understanding, which is why errors are particularly common in machine-learning-based science. Three years ago, we compiled evidence revealing that an error called leakage - the machine learning version of teaching to the test - was pervasive, affecting hundreds of papers from 17 disciplines. Since then, we have been trying to understand the problem better and devise solutions.  This post presents an update. In short, we think things will get worse before they get better, although there are glimmers of hope on the horizon."

"We demand a stop to addictive design features - Also known as the social slot machine. Ninety-five percent of teens in the US have or have access to a smartphone, while ninety percent have a desktop or laptop computer and eighty-three percent have a gaming console, a survey from the Pew Research Institute found. The data also found that roughly one in six teens describe their use of two platforms - YouTube and TikTok - as "almost constant.""

"How do the algorithms of Facebook and Instagram affect what you see in your news feed? To find out, Guardian Australia unleashed them on a completely blank smartphone linked to a new, unused email address. Three months later, without any input, they were riddled with sexist and misogynistic content."

"But what is pitched as a more convenient way of looking up information online has prompted scrutiny over how and where these chatbots select the information they provide. Looking into the sort of evidence that large language models (LLMs, the engines on which chatbots are built) find most convincing, three computer science researchers from the University of California, Berkeley, found current chatbots overrely on the superficial relevance of information. They tend to prioritise text that includes pertinent technical language or is stuffed with related keywords, while ignoring other features we would usually use to assess trustworthiness, such as the inclusion of scientific references or objective language free of personal bias."

"The breakdown in negotiations resulted in Meta blocking all news sources on Facebook in Canada "recklessly and dangerously" as all 10 provinces and three territories in the country burned, Canada's heritage minister, Pascale St-Onge, told Guardian Australia. "Facebook is leaving disinformation and misinformation to spread on their platform, while choosing to block access to reliable, high-quality, independent journalism," St-Onge said. "Facebook is just leaving more room for misinformation during need-to-know situations like wildfires, emergencies, local elections and other critical times for people to make decisions on matters that affect them.""