YouTube’s first AI-generated music tools can clone artist voices and turn hums into melodies

YouTube on Thursday unveiled some new experimental AI services, including a feature called Dream Track in YouTube Shorts. It creates up to 30-second soundtracks using AI-generation versions of artists' voices. Though musicians have mostly pushed back on AI (and their voices being used for training models without permission or compensation), YouTube got nine big names from the music industry to participate, including John Legend, Troye Sivan, CharliXCX and T-Pain. The company hoped to announce the feature at its Made on YouTube event in September, but it's been tied up in negotiations with recording companies over rights and payments.

Users can access Dream Track by typing an idea into the creation prompt and choosing from one of the participating artists. It uses Google DeepMind's Lyria — a new, powerful music generation model designed specifically for creating high-quality vocals and instrumentals while giving the user more control over the final product. Any content Lyria produces will also have a SynthID watermark, denoting it as such. 

Charlie Puth and T-Pain created sample Dream Tracks, which YouTube has shared as inspiration. However, many of the artists involved expressed their apprehension about AI but hoped that collaborative work could create positive, non-exploitative opportunities. "When I was first approached by YouTube I was cautious and still am, AI is going to transform the world and the music industry in ways we do not yet fully understand," singer CharliXCX said. "This experiment will offer a small insight into the creative opportunities that could be possible and I'm interested to see what comes out of it." 

Music AI Tools are also coming to YouTube, in collaboration with its Music AI Incubator. These tools can create guitar riffs from a hummed melody or turn a pop track into a reggaeton anthem. Producer and songwriter, Louis Bell, created a sample video to showcase it. 

YouTube is walking a fine line as it navigates the careful balance of introducing AI tools and protecting against misuse. The video platform recently announced new policies for labeling videos made using AI and letting public figures, such as musicians, report deepfakes. 

Dream Track is currently only available to a select group of creators and artists, whereas participants of the Music AI Incubator should be able to test the tools out later this year. 

This article originally appeared on Engadget at https://www.engadget.com/youtubes-first-ai-generated-music-tools-can-clone-artist-voices-and-turn-hums-into-melodies-132025817.html?src=rss

This Masterclass Black Friday deal gives you two memberships for the price of one

As part of a Black Friday deal, you can get two MasterClass annual memberships — one for yourself and one to give away as a gift — for the price of one. Memberships start at $120 per year, which lets you watch on one device at a time, $180 grants access to two devices simultaneously and allows for downloads, and a Family membership covers six devices. The free membership for gifting will be at the same level you buy for yourself. The deal is available now and ends at midnight on Black Friday.  

If you're looking for something that's not a "thing" to gift this year, MasterClass makes a nice option. A membership includes access to 180 different big name instructors teaching on topics they know a lot about. Classes on offer sound like an A-list roll call: Martin Scorsese and Jodie Foster teach lessons on filmmaking, Samuel L. Jackson and Helen Mirren cover acting, Questlove shows you how to DJ, and Margaret Atwood gives a seminar on writing. 

Classes range from around two to six hours and are broken up into shorter lessens, usually between 10 and 20 minutes. There are even exercises and community forums to get you actually doing the things the teachers teach. Recently, MasterClass added series as part of its lineup, such as GOAT, which are 20 minute episodes covering a single topic (such as making a grilled cheese or playing pickleball) that feel more like a mini documentary than a lesson. The mobile app also offers series of short, swipeable videos, for a highly polished TikTok feel. 

When I tried out MasterClass, it struck me that the learning platform was more like a streaming service than anything else — a really smart streaming service, where you get to watch masters talk about how they go about their craft. Even if you don't see yourself becoming a comedian, watching Steve Martin tell you how it's done is riveting nonetheless.  

Your Black Friday Shopping Guide: See all of Yahoo’s Black Friday coverage, here. Follow Engadget for Black Friday tech deals. Learn about Black Friday trends on In The Know. Hear from Autoblog’s experts on the best Black Friday deals for your car, garage, and home, and find Black Friday sales to shop on AOL, handpicked just for you.

This article originally appeared on Engadget at https://www.engadget.com/this-masterclass-black-friday-deal-gives-you-two-memberships-for-the-price-of-one-170010173.html?src=rss

Netflix’s The Witcher: Sirens of the Deep animated film will feature Geralt’s original voice actor

Netflix has given The Witcher fans their first look at a new animated film that's set to hit the streaming service in late 2024. The Witcher: Sirens of the Deep is based on A Little Sacrifice, a short story written by the universe's creator Andrzej Sapkowski. It will have Geralt of Rivia investigating a series of attacks in a seaside village in the midst of rising conflict between its human inhabitants and merpeople from the ocean. Netflix says the film is set between episodes 5 and 6 of the live-action series' first season, and it does show: The Geralt in the film resembles original Witcher actor Henry Cavill more than the Geralt in the games. 

The live action's stars Anya Chalotra and Joey Batey will also be reprising their roles as Yennefer of Vengerberg and Jaskier in the animated film. But Geralt will be voiced by Doug Cockle, who's known for voicing the White Wolf in the Witcher games. The movie is directed by Kang Hei Chul, who served as a storyboard artist for The Witcher: Nightmare of the Wolf, which featured the story of Vesemir before he became Geralt's mentor. It was also animated by Studio MIR, the same South Korean studio that worked on Nightmare of the Wolf

The film may be the last time those who were particularly fond of Cavill as Geralt can see, well, a version of him play the role. He left the live-action show after its third season and is set to be replaced by Liam Hemsworth

This article originally appeared on Engadget at https://www.engadget.com/netflixs-the-witcher-sirens-of-the-deep-animated-film-will-feature-geralts-original-voice-actor-120020251.html?src=rss

Netflix’s The Witcher: Sirens of the Deep animated film will feature Geralt’s original voice actor

Netflix has given The Witcher fans their first look at a new animated film that's set to hit the streaming service in late 2024. The Witcher: Sirens of the Deep is based on A Little Sacrifice, a short story written by the universe's creator Andrzej Sapkowski. It will have Geralt of Rivia investigating a series of attacks in a seaside village in the midst of rising conflict between its human inhabitants and merpeople from the ocean. Netflix says the film is set between episodes 5 and 6 of the live-action series' first season, and it does show: The Geralt in the film resembles original Witcher actor Henry Cavill more than the Geralt in the games. 

The live action's stars Anya Chalotra and Joey Batey will also be reprising their roles as Yennefer of Vengerberg and Jaskier in the animated film. But Geralt will be voiced by Doug Cockle, who's known for voicing the White Wolf in the Witcher games. The movie is directed by Kang Hei Chul, who served as a storyboard artist for The Witcher: Nightmare of the Wolf, which featured the story of Vesemir before he became Geralt's mentor. It was also animated by Studio MIR, the same South Korean studio that worked on Nightmare of the Wolf

The film may be the last time those who were particularly fond of Cavill as Geralt can see, well, a version of him play the role. He left the live-action show after its third season and is set to be replaced by Liam Hemsworth

This article originally appeared on Engadget at https://www.engadget.com/netflixs-the-witcher-sirens-of-the-deep-animated-film-will-feature-geralts-original-voice-actor-120020251.html?src=rss

The Morning After: Humane’s Ai Pin wearable costs $699 and ships in early 2024

Wearable startup Humane has officially unveiled its first device, the Ai Pin. For months, the company has drip fed information, only offering a glimpse of the device, wielded by Naomi Campbell, of all people, at Paris Fashion Week in October.

The Ai Pin is a pocket-worn wearable AI assistant that can reportedly perform the tasks our current phones and voice assistants do, but without a screen, instead operating primarily through voice commands and, occasionally, a virtual screen projected onto the user’s hand. It works independently of other devices, connected to its own phone network through T-Mobile, but on Humane’s own MVNO because that’s even more complicated.

The device will cost $700, and another $24 per month for unlimited talk, text and data, and will ship in early 2024.

TMA
Humane

We’re still waiting for deeper hands-on impressions and demonstrations of the technology. I’m skeptical, and not just because it’s been just over ten years since Google Glass tried to be a thing.

Have a great weekend, and make sure you check out our new TMA series on YouTube, where I try to make more work for our wonderful video team, every Saturday.

— Mat Smith

​​You can get these reports delivered daily direct to your inbox. Subscribe right here!​​

The stories you might have missed

The best cooking gifts

Meta may return to China with the release of a new, budget VR headset

Amazon reportedly plans to dump Android for a homemade Fire OS replacement

Sennheiser Ambeo Soundbar Mini review: excellent and expensive


Steam Deck OLED review

It’s just better.

The $550 Steam Deck OLED is not the Steam Deck 2. This is a mid-cycle refresh from Valve, similar to the Switch OLED upgrade, but there’s a lot more going on internally here. Its screen is better, its battery life is better and its chip and thermals are better — but it’s still a big ole handheld. The updated display is the device’s highlight, while things like faster charging, improved antennas and smoother controls are welcome bonuses.

Continue reading.

Teenage Engineering’s Field series is complete (and expensive)

The TP-7 and CM15 balance out the company’s pocket-sized studio gear.

Making even the most specced-out Steam Deck OLED look reasonably priced, Teenage Engineering has completed its Field series of studio gear, and the whole kit will set you back $5,900. Now, for the TE faithful who are still reading, its more playful design and solid hardware can be creativity inducing, according to Engadget’s James Trew.

Continue reading.

Omegle shuts down after 14 years of random chats

Some people used it to ‘commit unspeakably heinous crimes,’ its founder admits.

Omegle, a chat service that pairs users with a random person so they can talk via text or video, is shutting down. Leif K-Brooks, who launched the service when he was 18 years old, announced its closure and talked about its humble beginnings. He admitted “some people misused [the service], including to commit unspeakably heinous crimes.” Critics have raised concerns about the website’s safety over the past years, with some even calling it a “magnet for pedophiles.” 

Continue reading.

You can now buy a PS5 Slim in the US and Canada, if you’re lucky

Bundles include Spider-Man 2 and Call of Duty: Modern Warfare III.

Following the news that Sony has now sold over 46.6 million PS5 consoles, its refreshed hardware is bubbling up in stores. A standard model with a copy of Marvel’s 'Spider-Man 2 at no extra cost has hit Dell and Walmart, but the $500 bundle is going in and out of stock. The PS5 Slim (which isn’t the official name) will likely be available at other retailers soon.

Listings for Call of Duty: Modern Warfare III bundles have appeared at Walmart too, but they cost $609 and come with your choice of accessory. Sony initially suggested the PS5 Slim would only be available in the US initially, but standard models have popped up in Canada.

Continue reading.

This article originally appeared on Engadget at https://www.engadget.com/the-morning-after-humanes-ai-pin-wearable-costs-699-and-ships-in-early-2024-121529700.html?src=rss

The Morning After: Humane’s Ai Pin wearable costs $699 and ships in early 2024

Wearable startup Humane has officially unveiled its first device, the Ai Pin. For months, the company has drip fed information, only offering a glimpse of the device, wielded by Naomi Campbell, of all people, at Paris Fashion Week in October.

The Ai Pin is a pocket-worn wearable AI assistant that can reportedly perform the tasks our current phones and voice assistants do, but without a screen, instead operating primarily through voice commands and, occasionally, a virtual screen projected onto the user’s hand. It works independently of other devices, connected to its own phone network through T-Mobile, but on Humane’s own MVNO because that’s even more complicated.

The device will cost $700, and another $24 per month for unlimited talk, text and data, and will ship in early 2024.

TMA
Humane

We’re still waiting for deeper hands-on impressions and demonstrations of the technology. I’m skeptical, and not just because it’s been just over ten years since Google Glass tried to be a thing.

Have a great weekend, and make sure you check out our new TMA series on YouTube, where I try to make more work for our wonderful video team, every Saturday.

— Mat Smith

​​You can get these reports delivered daily direct to your inbox. Subscribe right here!​​

The stories you might have missed

The best cooking gifts

Meta may return to China with the release of a new, budget VR headset

Amazon reportedly plans to dump Android for a homemade Fire OS replacement

Sennheiser Ambeo Soundbar Mini review: excellent and expensive


Steam Deck OLED review

It’s just better.

The $550 Steam Deck OLED is not the Steam Deck 2. This is a mid-cycle refresh from Valve, similar to the Switch OLED upgrade, but there’s a lot more going on internally here. Its screen is better, its battery life is better and its chip and thermals are better — but it’s still a big ole handheld. The updated display is the device’s highlight, while things like faster charging, improved antennas and smoother controls are welcome bonuses.

Continue reading.

Teenage Engineering’s Field series is complete (and expensive)

The TP-7 and CM15 balance out the company’s pocket-sized studio gear.

Making even the most specced-out Steam Deck OLED look reasonably priced, Teenage Engineering has completed its Field series of studio gear, and the whole kit will set you back $5,900. Now, for the TE faithful who are still reading, its more playful design and solid hardware can be creativity inducing, according to Engadget’s James Trew.

Continue reading.

Omegle shuts down after 14 years of random chats

Some people used it to ‘commit unspeakably heinous crimes,’ its founder admits.

Omegle, a chat service that pairs users with a random person so they can talk via text or video, is shutting down. Leif K-Brooks, who launched the service when he was 18 years old, announced its closure and talked about its humble beginnings. He admitted “some people misused [the service], including to commit unspeakably heinous crimes.” Critics have raised concerns about the website’s safety over the past years, with some even calling it a “magnet for pedophiles.” 

Continue reading.

You can now buy a PS5 Slim in the US and Canada, if you’re lucky

Bundles include Spider-Man 2 and Call of Duty: Modern Warfare III.

Following the news that Sony has now sold over 46.6 million PS5 consoles, its refreshed hardware is bubbling up in stores. A standard model with a copy of Marvel’s 'Spider-Man 2 at no extra cost has hit Dell and Walmart, but the $500 bundle is going in and out of stock. The PS5 Slim (which isn’t the official name) will likely be available at other retailers soon.

Listings for Call of Duty: Modern Warfare III bundles have appeared at Walmart too, but they cost $609 and come with your choice of accessory. Sony initially suggested the PS5 Slim would only be available in the US initially, but standard models have popped up in Canada.

Continue reading.

This article originally appeared on Engadget at https://www.engadget.com/the-morning-after-humanes-ai-pin-wearable-costs-699-and-ships-in-early-2024-121529700.html?src=rss

Netflix’s live-action Avatar: The Last Airbender series gets its first trailer

Five years in the making, Netflix's Avatar: The Last Airbender live-action remake is one step closer to gracing our screens. Netflix has released a new minute-and-a-half teaser that gives us a first look at the cast and key scenes. Plus, drum roll, please, we also finally have a release date: February 22, 2024.

At an event in June, all Netflix made public was a quick 37-second teaser showing the four nations' (Water Tribes, Earth Kingdom, Fire Nation and Air Nomads) symbols and that the show would come out in 2024. At the time, cast members discussed memorable parts of filming Avatar: The Last Airbender, such as haircut day, but now we get to see their transformation firsthand. The cast includes Gordon Cormier as Aang, Kiawentiio as Katara, Daniel Dae Kim as Fire Lord Ozai and Ian Ousley as Sokka.

Despite a deeper look into the upcoming series, questions remain about how it will compare to the original. Back in 2020, co-creators of the original Avatar: The Last Airbender, Michael DiMartino and Bryan Konietzko, left the project. "I realized I couldn't control the creative direction of the series, but I could control how I responded," DiMartino said at the time. "So, I chose to leave the project. It was the hardest professional decision I've ever had to make, and certainly not one that I took lightly, but it was necessary for my happiness and creative integrity." He added that the show had "potential" but wouldn't align with his vision for it.

This article originally appeared on Engadget at https://www.engadget.com/netflixs-live-action-avatar-the-last-airbender-series-gets-its-first-trailer-104024809.html?src=rss

Netflix’s live-action Avatar: The Last Airbender series gets its first trailer

Five years in the making, Netflix's Avatar: The Last Airbender live-action remake is one step closer to gracing our screens. Netflix has released a new minute-and-a-half teaser that gives us a first look at the cast and key scenes. Plus, drum roll, please, we also finally have a release date: February 22, 2024.

At an event in June, all Netflix made public was a quick 37-second teaser showing the four nations' (Water Tribes, Earth Kingdom, Fire Nation and Air Nomads) symbols and that the show would come out in 2024. At the time, cast members discussed memorable parts of filming Avatar: The Last Airbender, such as haircut day, but now we get to see their transformation firsthand. The cast includes Gordon Cormier as Aang, Kiawentiio as Katara, Daniel Dae Kim as Fire Lord Ozai and Ian Ousley as Sokka.

Despite a deeper look into the upcoming series, questions remain about how it will compare to the original. Back in 2020, co-creators of the original Avatar: The Last Airbender, Michael DiMartino and Bryan Konietzko, left the project. "I realized I couldn't control the creative direction of the series, but I could control how I responded," DiMartino said at the time. "So, I chose to leave the project. It was the hardest professional decision I've ever had to make, and certainly not one that I took lightly, but it was necessary for my happiness and creative integrity." He added that the show had "potential" but wouldn't align with his vision for it.

This article originally appeared on Engadget at https://www.engadget.com/netflixs-live-action-avatar-the-last-airbender-series-gets-its-first-trailer-104024809.html?src=rss

Spinal implant allows Parkinson’s patient to walk for miles

A Parkinson’s patient can now walk 6km (3.7 miles) thanks to an implant targeting the spinal cord. The Guardian reports that the man — 62-year-old “Marc” from Bordeaux, France — developed severe mobility impairments from the degenerative disease. “I practically could not walk anymore without falling frequently, several times a day,” he said in a press release announcing the breakthrough. “In some situations, such as entering a lift, I’d trample on the spot, as though I was frozen there, you might say.” Wearing the spinal implant allows him to walk “almost normally” as the research team eyes a full clinical trial.

Marc underwent a “precision neurosurgical procedure” two years ago at Lausanne University Hospital (CHUV), which helped facilitate the research. The surgery fitted him with an electrode field placed against his spinal cord and an electrical impulse generator under the skin of his abdomen. Although conventional Parkinson’s treatments often target brain regions affected by the loss of dopamine-producing neurons, this approach instead focuses on the spinal area associated with activating leg muscles for walking.

The procedure used a personalized map of Marc’s spinal cord, identifying the specific locations signaling leg movements. He wears a movement sensor on each leg that tells the implant he’s trying to walk; it then switches on and sends electrical impulses to the targeted spinal neurons, adapting to his movement in real-time.

Swiss neurosurgeon, professor and co-director of NeuroRestore Jocelyne Bloch (L) and Swiss professor of neuroscience at the Swiss Federal Institute of Technology in Lausanne (EPFL) Lausanne University Hospital (CHUV) and Lausanne University (UNIL) and co-director of NeuroRestore, Gregoire Courtine (R), walk with Marc (C) a French patient suffering from Parkinson's disease fitted with a new neuroprosthesis during the presentation of a new neuroprosthesis that restores fluid walking in Lausanne, on November 3, 2023. Neuroscientists from Inserm, CNRS and the University of Bordeaux in France, together with Swiss researchers and neurosurgeons (EPFL/CHUV/UNIL), have designed and tested a 'neuroprosthesis' designed to correct the walking problems associated with Parkinson's disease. (Photo by GABRIEL MONNET / AFP) /
GABRIEL MONNET via Getty Images

“In response to precise stimulation of the lumbar spinal cord, I’ve observed for the first time remarkable improvements of gait deficits due to Parkinson’s disease,” project supervisor Jocelyne Bloch, professor and neurosurgeon at CHUV Lausanne University hospital, said in a webinar discussing the patient’s success. “I really believe that these results open realistic perspectives to develop a treatment.”

The patient says he could walk practically normally with the stimulation after several weeks of rehab. He now wears it for around eight hours daily, only turning it off when sleeping or lying down for a while. “I turn on the stimulation in the morning and I turn off in the evening,” he said. “This allows me to walk better and to stabilise. Right now, I’m not even afraid of the stairs anymore. Every Sunday I go to the lake, and I walk around 6 kilometres. It’s incredible.”

The researchers caution that there’s still a vast chasm between tailoring the approach to one person vs. optimizing it for wide-scale use. Co-leads Grégoire Courtine and Bloch are working on a commercial version of the neuroprosthetic in conjunction with Onward Medical. “Our ambition is to provide general access to this innovative technology to improve the quality of life of Parkinson’s patients significantly, all over the world,” they said.

Sting (left) and Michael J. Fox jam on guitars onstage at a 2021 benefit.
Michael J. Fox (right) with Sting.
Michael J. Fox Foundation

In the meantime, research on six new patients will continue in 2024. The team says a “generous donation” of $1 million from the Michael J. Fox Foundation for Parkinson’s Research is funding the upcoming work. In 2021, the actor’s organization announced it had contributed over $1.5 billion to Parkinson’s research.

This article originally appeared on Engadget at https://www.engadget.com/spinal-implant-allows-parkinsons-patient-to-walk-for-miles-193637427.html?src=rss

How the meandering legal definition of ‘fair use’ cost us Napster but gave us Spotify

The internet's "enshittification," as veteran journalist and privacy advocate Cory Doctorow describes it, began decades before TikTok made the scene. Elder millennials remember the good old days of Napster — followed by the much worse old days of Napster being sued into oblivion along with Grokster and the rest of the P2P sharing ecosystem, until we were left with a handful of label-approved, catalog-sterilized streaming platforms like Pandora and Spotify. Three cheers for corporate copyright litigation.

In his new book The Internet Con: How to Seize the Means of Computation, Doctorow examines the modern social media landscape, cataloging and illustrating the myriad failings and short-sighted business decisions of the Big Tech companies operating the services that promised us the future but just gave us more Nazis. We have both an obligation and responsibility to dismantle these systems, Doctorow argues, and a means to do so with greater interoperability. In this week's Hitting the Books excerpt, Doctorow examines the aftermath of the lawsuits against P2P sharing services, as well as the role that the Digital Millennium Copyright Act's "notice-and-takedown" reporting system and YouTube's "ContentID" scheme play on modern streaming sites.

The Internet Con cover
Verso Publishing

Excerpted from by The Internet Con: How to Seize the Means of Computation by Cory Doctorow. Published by Verso. Copyright © 2023 by Cory Doctorow. All rights reserved.


Seize the Means of Computation

The harms from notice-and-takedown itself don’t directly affect the big entertainment companies. But in 2007, the entertainment industry itself engineered a new, more potent form of notice-and-takedown that manages to inflict direct harm on Big Content, while amplifying the harms to the rest of us. 

That new system is “notice-and-stay-down,” a successor to notice-and-takedown that monitors everything every user uploads or types and checks to see whether it is similar to something that has been flagged as a copyrighted work. This has long been a legal goal of the entertainment industry, and in 2019 it became a feature of EU law, but back in 2007, notice-and-staydown made its debut as a voluntary modification to YouTube, called “Content ID.” 

Some background: in 2007, Viacom (part of CBS) filed a billion-dollar copyright suit against YouTube, alleging that the company had encouraged its users to infringe on its programs by uploading them to YouTube. Google — which acquired YouTube in 2006 — defended itself by invoking the principles behind Betamax and notice-and-takedown, arguing that it had lived up to its legal obligations and that Betamax established that “inducement” to copyright infringement didn’t create liability for tech companies (recall that Sony had advertised the VCR as a means of violating copyright law by recording Hollywood movies and watching them at your friends’ houses, and the Supreme Court decided it didn’t matter). 

But with Grokster hanging over Google’s head, there was reason to believe that this defense might not fly. There was a real possibility that Viacom could sue YouTube out of existence — indeed, profanity-laced internal communications from Viacom — which Google extracted through the legal discovery process — showed that Viacom execs had been hotly debating which one of them would add YouTube to their private empire when Google was forced to sell YouTube to the company. 

Google squeaked out a victory, but was determined not to end up in a mess like the Viacom suit again. It created Content ID, an “audio fingerprinting” tool that was pitched as a way for rights holders to block, or monetize, the use of their copyrighted works by third parties. YouTube allowed large (at first) rightsholders to upload their catalogs to a blocklist, and then scanned all user uploads to check whether any of their audio matched a “claimed” clip. 

Once Content ID determined that a user was attempting to post a copyrighted work without permission from its rightsholder, it consulted a database to determine the rights holder’s preference. Some rights holders blocked any uploads containing audio that matched theirs; others opted to take the ad revenue generated by that video. 

There are lots of problems with this. Notably, there’s the inability of Content ID to determine whether a third party’s use of someone else’s copyright constitutes “fair use.” As discussed, fair use is the suite of uses that are permitted even if the rightsholder objects, such as taking excerpts for critical or transformational purposes. Fair use is a “fact intensive” doctrine—that is, the answer to “Is this fair use?” is almost always “It depends, let’s ask a judge.” 

Computers can’t sort fair use from infringement. There is no way they ever can. That means that filters block all kinds of legitimate creative work and other expressive speech — especially work that makes use of samples or quotations. 

But it’s not just creative borrowing, remixing and transformation that filters struggle with. A lot of creative work is similar to other creative work. For example, a six-note phrase from Katy Perry’s 2013 song “Dark Horse” is effectively identical to a six-note phrase in “Joyful Noise,” a 2008 song by a much less well-known Christian rapper called Flame. Flame and Perry went several rounds in the courts, with Flame accusing Perry of violating his copyright. Perry eventually prevailed, which is good news for her. 

But YouTube’s filters struggle to distinguish Perry’s six-note phrase from Flame’s (as do the executives at Warner Chappell, Perry’s publisher, who have periodically accused people who post snippets of Flame’s “Joyful Noise” of infringing on Perry’s “Dark Horse”). Even when the similarity isn’t as pronounced as in Dark, Joyful, Noisy Horse, filters routinely hallucinate copyright infringements where none exist — and this is by design. 

To understand why, first we have to think about filters as a security measure — that is, as a measure taken by one group of people (platforms and rightsholder groups) who want to stop another group of people (uploaders) from doing something they want to do (upload infringing material). 

It’s pretty trivial to write a filter that blocks exact matches: the labels could upload losslessly encoded pristine digital masters of everything in their catalog, and any user who uploaded a track that was digitally or acoustically identical to that master would be blocked. 

But it would be easy for an uploader to get around a filter like this: they could just compress the audio ever-so-slightly, below the threshold of human perception, and this new file would no longer match. Or they could cut a hundredth of a second off the beginning or end of the track, or omit a single bar from the bridge, or any of a million other modifications that listeners are unlikely to notice or complain about. 

Filters don’t operate on exact matches: instead, they employ “fuzzy” matching. They don’t just block the things that rights holders have told them to block — they block stuff that’s similar to those things that rights holders have claimed. This fuzziness can be adjusted: the system can be made more or less strict about what it considers to be a match. 

Rightsholder groups want the matches to be as loose as possible, because somewhere out there, there might be someone who’d be happy with a very fuzzy, truncated version of a song, and they want to stop that person from getting the song for free. The looser the matching, the more false positives. This is an especial problem for classical musicians: their performances of Bach, Beethoven and Mozart inevitably sound an awful lot like the recordings that Sony Music (the world’s largest classical music label) has claimed in Content ID. As a result, it has become nearly impossible to earn a living off of online classical performance: your videos are either blocked, or the ad revenue they generate is shunted to Sony. Even teaching classical music performance has become a minefield, as painstakingly produced, free online lessons are blocked by Content ID or, if the label is feeling generous, the lessons are left online but the ad revenue they earn is shunted to a giant corporation, stealing the creative wages of a music teacher.

Notice-and-takedown law didn’t give rights holders the internet they wanted. What kind of internet was that? Well, though entertainment giants said all they wanted was an internet free from copyright infringement, their actions — and the candid memos released in the Viacom case — make it clear that blocking infringement is a pretext for an internet where the entertainment companies get to decide who can make a new technology and how it will function.

This article originally appeared on Engadget at https://www.engadget.com/hitting-the-books-the-internet-con-cory-doctorow-verso-153018432.html?src=rss