AI-generated music is becoming increasingly common and increasingly difficult to recognise. Here are the tell-tale signs that reveal whether a song is AI-generated – and what this development means for the music industry.

Qobuz Is the Anti-Spotify Music Streamer You've Been Waiting For With its music focus, no-AI content policy, and larger artist royalties, the hi-res streaming service is scooping up all sorts of switchers. When Dan Mackta, Qobuz's New York-based managing director, was looking for musicians to endorse the music streaming service after its US launch in 2019, he tapped up a friend--the manager of the Flaming Lips. It was mid-pandemic levels of tricky. "I flew to Oklahoma to shoot with Wayne Coyne," Mackta says. "He shows up wearing one of those helmets, with the ventilation system to protect you, a metallic puffer jacket and big silver moon boots."

Understanding how knowledge is distributed across the layers of generative models is crucial for improving interpretability, controllability, and adaptation. While prior work has explored knowledge localization in UNet-based architectures, Diffusion Transformer (DiT)-based models remain underexplored in this context. In this paper, we propose a model-and knowledge-agnostic method to localize where specific types of knowledge are encoded within the DiT blocks. We evaluate our method on state-of-the-art DiT-based models, including PixArt-α, FLUX, and SANA, across six diverse knowledge categories. We show that the identified blocks are both interpretable and causally linked to the expression of knowledge in generated outputs. Building on these insights, we apply our localization framework to two key applications: model personalization and knowledge unlearning. In both settings, our localized fine-tuning approach enables efficient and targeted updates, reducing computational cost, improving task-specific performance, and better preserving general model behavior with minimal interference to unrelated or surrounding content. Overall, our findings offer new insights into the internal structure of DiTs and introduce a practical pathway for more interpretable, efficient, and controllable model editing. 1

After decades risking arrest, South Korea's tattoo artists step into the limelight When Kim Tae-nam took the stage last Saturday in Seoul, it was a moment he had long been waiting for - the career he had chosen was no longer illegal. He couldn't stop smiling, the relief spilling into his voice: This was only possible because of our effort, all your sweat and tears. Let's hear it from everyone: Tattoos are art! They had gathered on a rooftop in Seongsu, a hip Seoul neighbourhood, for Ink Bomb: more than 90 local tattooists and artists openly celebrating body art, which had thrived in the shadows for decades. Just days before, South Korea's top court had overturned its 1992 ruling that defined tattooing as a medical act - bringing to an end Korean tattooists' decades-long fight for legitimacy.

Universal rejects billionaire Bill Ackman's takeover bid Universal Music Group, the entertainment giant behind acts such as Taylor Swift, Sabrina Carpenter and Kendrick Lamar, has rejected a takeover offer by billionaire Bill Ackman's investment firm. The music giant said Pershing Square's $64.3bn (£48bn) takeover offer was not in the best interests of the company, shareholders, artists, fans and other stakeholders. Universal said the offer fundamentally and materially undervalues the business, which also runs Abbey Road Studios and owns labels such as EMI and Island Records. Pershing Square, which already owns a stake in Universal, declined to comment on the rejection. The investment firm launched its takeover bid for the world's largest music company in April, a move which would have seen it listed as a new company in America.

'Who is behind AI "art"? The person who wrote the prompt? The tech bro who built the AI that scraped human artistic skill and creation to generate the "art"?' 'Who is behind AI "art"? The person who wrote the prompt? The tech bro who built the AI that scraped human artistic skill and creation to generate the "art"?' AI'art' is boring, soulless theft - and when I see it as an artist I see red I draw the old way - with my hand.

This will be a paid add-on for Premium subscribers. Spotify just announced a partnership with Universal Music Group (UMG) to create a tool that lets fans make covers and remixes . It'll be a paid add-on for Premium subscribers, with some of that money going to the original artists whose work is being repurposed. Spotify says that artists have to opt in to the program. It's being marketed as a new way for artists and creators to make money, as the platform states the tool will open up additional revenue streams and new ways to drive discovery. Spotify co-CEO Alex Norström says the platform will evolve the music ecosystem into a richer, more beneficial experience for fans and a more rewarding outcome for artists and songwriters.

'Look Mum, one point': Why does the UK keep getting Eurovision wrong? The UK has self-destructed at Eurovision all over again. Look Mum No Computer, aka musician Sam Battle, got one solitary point, ending up in last place. It's the third time we've been at the bottom of the table since 2020. We've made the top 10 once since 2010.

When Stick Figure's six-year-old song shot up the charts, the band was thrilled. But its viral moment was spurred by unauthorized AI remixes. The California-based reggae band Stick Figure has been around for 20 years, eight albums, and countless hours on the road, but lead vocalist and guitarist Scott Woodruff has never seen a track take off like "Angels Above Me" did this past week. The six-year-old song hit number one on the iTunes sales charts in six different countries, including the United Kingdom, Austria, and Canada, skyrocketing "out of nowhere," according to Woodruff. Stick Figure has had plenty of thrilling milestones before, with albums repeatedly hitting number one in the reggae category, and hit singles amassing hundreds of millions of streams.

Spotify adds'Verified' badges to distinguish human artists from AI Spotify is introducing a'Verified' badge to help users identify when artists on its platform are human, not AI-generated. The world's most-used music streaming service said the'Verified by Spotify' text and green checkmark icon would appear next to artist names when they meet defined standards demonstrating authenticity. This could include having linked social accounts on their artist profile, consistent listener activity or other signals of a real artist behind the profile, the company said, such as merchandise or concert dates. In its blog post, Spotify said more than 99% of the artists listeners actively search for will be verified, representing hundreds of thousands of artists. It said the process would prioritise acts with important contributions to music culture and history, rather than content farms, with the platform rolling out verification and badges over the coming weeks.