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AI, bot farms and innocent indie victims: how music streaming became a hotbed of fraud and fakery

AI, bot farms and innocent indie victims: how music streaming became a hotbed of fraud and fakery

Yahoo7 hours ago

There is a battle gripping the music business today around the manipulation of streaming services – and innocent indie artists are the collateral damage.
Fraudsters are flooding Spotify, Apple Music and the rest with AI-generated tracks, to try and hoover up the royalties generated by people listening to them. These tracks are cheap, quick and easy to make, with Deezer estimating in April that over 20,000 fully AI-created tracks – that's 18% of new tracks – were being ingested into its platform daily, almost double the number in January. The fraudsters often then use bots, AI or humans to endlessly listen to these fake songs and generate revenue, while others are exploiting upload services to get fake songs put on real artists' pages and siphon off royalties that way.
Spotify fines the worst offenders and says it puts 'significant engineering resources and research into detecting, mitigating, and removing artificial streaming activity', while Apple Music claims 'less than 1% of all streams are manipulated' on its service. That may sound encouraging, but in a streaming business worth $20.4bn globally (according to the IFPI), it's likely that hundreds of millions of dollars are being skimmed off annually by rogue operators.
Part of the problem is that while the barriers of entry for musicians have been dramatically lowered – uploading songs to streaming services is much easier than manufacturing CDs or vinyl – the barriers of entry for fraudsters are lower too. So the industry has declared war, but hair-trigger automated detection systems mean that artists are seeing their music taken offline even when they've done nothing wrong.
Darren Owen, chief operating officer of music distribution company Fuga, suggests streaming fraud 'started to blow up across the industry' around 2021. Grappling with it now makes up 50% of his workload.
Using AI and machine learning, Fuga gives streaming patterns a 'severity score', separating out 'non-human listening patterns' to spot fraud. 'You're not going to listen to the same song at the same time across multiple devices,' Owen says, noting that countries like India, Vietnam, Thailand and parts of eastern Europe are hotbeds of click-farm activity, using low-paid workers. 'It's become clear that organised criminals are involved in it as well.'
It is not just services like pimpyourfollower.de in Germany – which was taken offline after a court injunction – and others in Canada and Brazil who are being targeted by record industry trade bodies for offering artificially inflated streams. Universal Music Group (UMG), the biggest record company in the world, has been accused by Drake of conspiring to increase the play count of Kendrick Lamar's diss track Not Like Us, an allegation UMG denies.
The Guardian has spoken to multiple artists who found themselves at the sharp end of this war on manipulation, where unexpected spikes in streams get taken as proof of guilt.
Darren Hemmings is managing director of music marketing company Motive Unknown and a musician himself. His distributor recently informed him that a track on one EP, having jumped from 'a few plays a day' to more than 1,000, was guilty of manipulation. 'I wouldn't blame them for drawing that conclusion,' he says, but 'it's very judge, jury, executioner'. He did not manipulate the streams, but could not identify the root cause – other than it simply becoming popular with actual listeners.
Northern Irish rock band Final Thirteen had some of their music taken off streaming services due to a spike in the tens of thousands. They suspect this came after a play on Radio 1, but their distributor automatically concluded they were manipulated. 'It's really hard for any artist to prove that they didn't [manipulate streams], but it's even harder for Spotify to prove that they did,' says their drummer, Doobes. '[They] take it down and that's it.'
Adam J Morgan, who makes music as indie act Naked & Baked, had a track get over 10,000 streams in a week, possibly from use in a TikTok video, but it was zapped by his distributor RouteNote as suspicious. 'I hadn't done anything wrong and they didn't provide any evidence,' he says, believing it was down to an overly anxious RouteNote. 'I spent that weekend trying to work out what was going on, but Spotify said my music hadn't been flagged at all.' RouteNote did not respond to a request for an interview.
Takedowns can cause musicians inconvenience, derail marketing and cost them money. Matthew Whiteside, artistic director of experimental classical event The Night With… (and head of the TNW Music label) had three different albums taken down amid claims of artificial streaming. He tracked it back: TNW Music tracks were being added to manipulated playlists. 'It made no sense [why they were added] based on the genre.' His distributor said he could resubmit the album again, at $40 per album, but with no guarantee it would not be removed again.
'Streaming in general is geared against the smaller and the niche,' he says. 'If we get 1,000 streams a month on an album, I'd be very happy.' As such, paying to resubmit an album is beyond their release budget.
Deezer claims it was the first streaming service to implement fraud detection systems. 'We look at a lot of indicators that help our algorithm decide if a user is fraudulent or not,' says Thibault Roucou, the company's royalties and reporting director. 'When we ask for a takedown, we look manually at what's happening and we're very confident that it is extreme manipulation.'
Unfortunately, systems elsewhere for taking down tracks often presume guilt and the appeals system is so arduous that small acts, already struggling, just give up. Pop singer Levina, who represented Germany at Eurovision in 2017, saw her music taken off streaming services without warning – it was flagged because she unintentionally had the same name as another artist. 'With streaming services, it's almost impossible to [appeal] through them,' she sighs. 'You fill out a form but it leaves you quite powerless.'
She is also chair of the artist council within trade body Featured Artists Coalition, and they are finalising 'minimum standards for what distributors should be doing'. She proposes a traffic light warning system that allows acts time to present their defence or take action to address the problems.
Streaming services and distributors now accept this battle is about containment rather than total elimination. Owen, however, says the latest iteration is not fraudsters manipulating the streams of a few tracks by large amounts, but rather boosting multiple tracks a small amount to fly under detection radars.
For Hemmings, this could result in a two-tier streaming economy, with smaller acts abandoning the main streaming platforms, where earnings are derisory anyway, to focus on a service such as Bandcamp. 'This could provoke a conclusion among large swathes of the independent music community that they're just better off focusing on other ways to make money.'

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We tried Halara's viral summer clothes. Here are the styles we think are worth shopping
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For those that are chronically online, chances are you've seen Halara, the activewear-inspired clothing brand for women that has had plenty of viral moments, including being spotted on Taylor Swift. In fact, Halara is chronically online itself. As part of what it calls its 'community-driven approach,' the company harnesses AI and algorithms to analyze comments on its social media posts, gathering data about what styles its customers want to see next. This strategy has brought some of its bestselling (and often sold-out) products to life and kept the brand in stride with its customers. You're also likely to snag a deal when shopping at Halara, as it often runs buy more, save more promos and other discounts. In addition to its popular activewear, Halara is known for its cute and comfy basics, as well as its inclusive sizing. And since a few of us CNN Underscored editors have been on the hunt for new styles for summer, we decided to put it to the test and try out some of its everyday pieces. From work pants that feel like athleisure to summer dresses that keep you cool, here are our honest thoughts on Halara's viral clothes. Halara Flex High-Waisted Wide-Leg Waffle Work Pants One of Halara's bestsellers, these relaxed work pants are made with a textured waffle fabric. They have a roomy fit and come in nearly two dozen colors, three lengths and extended sizing. Two CNN Underscored staffers tested these trousers and both said that they balance the comfort of athleisure wear with the look of everyday clothes. Photo editor Molly Flores found that they ran a bit big, especially since they have a pleated, flowy silhouette, while social coordinator Gabriella Triolo said that she had no issues with the fit. Prev Next What we liked: Our testers loved the soft material and that you could get away with wearing them to work, even though they feel more like athleisure. They also said that they are a good value for the price point. What we didn't like: There wasn't too much to knock about these pants. It mostly came down to personal preference. Flores said the cut was extremely high-waisted for her proportions, and she felt that they looked too big on her overall. Halara Flex High-Waisted Slight-Flare Work Pants A pair of work pants that deliver on comfort, these pull-ons have a high waist and subtle flare to flatter the figure. Managing editor Rachel Quigley tried these pants and found them super comfortable. They have a slim fit around the waist and thighs, with the material offering lots of stretch but not much compression. They fit her true to size, and she was pleasantly surprised that the pants weren't too long for her 5-foot-4-inch frame. 'These were perfect with a low heel for work,' she said. They are available in regular, petite and tall lengths, as well as extended sizing. What we liked: With a flattering cut and reasonable length, these flared pants fit right in with our tester's office wardrobe. What we didn't like: Quigley said the pants weren't very supportive around the stomach area, so she preferred wearing them with longer shirts or sweaters for some coverage. She also noted that the material feels a bit cheap, so she's not sure how they'll hold up over time. Halara Flex Rolled-Hem Wide-Leg Washed Stretchy Knit Casual Jeans These stretchy jeans offer unmatched comfort as far as denim goes. With Halara's four-way stretch denim, they flex and move with you — almost like athleisure. I originally tested these when I was trying out the sweatpants jean trend a couple of months ago. This pair was the closest style I found that felt like sweatpants but still had a true denim look. They're so comfy that I opted to wear them on a red-eye flight to Los Angeles last month. Typically, I would never wear jeans in an airport outfit, but the wide-leg fit and soft feel of this pair made sitting for over five hours totally bearable. What we liked: Besides being supremely comfortable, the jeans come in three inseam lengths and nine washes. Halara offers plenty of other jeans in its Flex denim too. What we didn't like: The fabrication is so soft and stretchy that even the waistband stretches out with regular wear. They snap back to a snugger fit once you wash them, but it's something to be aware of. Halara Mid-Rise Casual Cotton Joggers These 100% cotton joggers have a pleated front that brings a more formal edge to the cropped cut and typically casual style. With this style, Halara puts a spin on another athleisure favorite: joggers. While the cotton is lightweight, Flores said the material felt stiff and thin, and it was prone to wrinkling throughout the day. That said, we can see these working for casual settings paired with a T-shirt or rugby sweater. What we liked: These pants are a decent option for those seeking a hybrid style that marries structure and a laidback look. What we didn't like: Some may prefer shopping natural fibers like cotton, but in this case, the fabric felt rigid and uncomfortable. Flores also found this style to run large at the waist. Halara Breezeful High-Low Ruffle 2-in-1 Maxi Skirt This flowy high-low skirt is a good choice for summer travel and busy days. Built-in shorts and a quick-dry material will help keep you cool and chafe-free. This skirt was one of Triolo's favorite pieces she tested. She said it's an everyday style that's 'extremely comfortable and breathable yet still super cute.' The built-in shorts fit like typical biker shorts, and Triolo noted that they made the skirt a little tight to pull on at first, but she liked how they hugged her curves. What we liked: Versatile, comfortable and light, this maxi skirt moves with you. It's perfect for active days when you still want to look cute. What we didn't lik about it: The fabric can get wrinkly. Halara Flex 3-Inch Mid-Rise Stretchy Knit Denim Casual Shorts Halara's denim shorts don't dig in or gape at the waist, giving them a comfortable, relaxed fit. Made with four-way stretch cotton and elastane denim, these shorts have plenty of give. They're soft and lightweight, and the cut provides a relaxed fit in the thigh area. They're by far the most comfortable denim shorts I've worn. I opted for the Cloud Black Denim wash, but they come in three blue washes too. What we liked: The length and cut of these denim shorts gives enough coverage to make you feel confident without being covered up. What we didn't like: While the shorts run true to size, the material has so much stretch that it tends to loosen up rather quickly. This can give the shorts a baggy look. Halara Softlyzero Backless Active Dress Easy-Peezy Edition Every closet needs a cute exercise dress like this one. Its criss-crossed back, built-in shorts, hidden pockets and fit-and-flare silhouette give it an elevated athleisure look. Did I mention it's also one of Halara's claims to fame? This viral style — a more affordable alternative to Outdoor Voices' $100 exercise dress — pops up on my For You page pretty much daily. With light support and plenty of stretch, I wouldn't reach for this dress for workouts and intense activities, but it's a cute option for a day hike or just taking a stroll. Unlike other exercise dresses with built-in shorts that are essentially a romper underneath, the shorts on this dress are actually detached at the back. In theory, this would make it easier to use the restroom, since you don't have to remove the whole garment to pull down the shorts. However, it proved to be a bit awkward since they're still attached at the front. It's an interesting feature that I hadn't come across before, but it actually wasn't value added. Overall, I think the dress is worth grabbing on sale — and you're bound to find your favorite color since it comes in over two dozen. What we liked: You don't have to worry about breaking a sweat in this breathable dress. If you're looking for more coverage, it also comes in a longer length and sizing for D to F cups (in both lengths). What we didn't like: Besides the built-in shorts not being as useful as they initially seemed, the dress wrinkled pretty significantly. This didn't bother me too much since I've only worn it to walk my dog and run errands, but if you're looking for a more polished athleisure outfit, I would opt for a different style. Halara Breezeful V-Neck Quick-Dry Longer-Length Midi Dress Available in 15 colors, this casual dress will keep you comfortable on hot days, thanks to its sweat-absorbing, quick-drying fabric and breezy silhouette. 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