The Millions of Songs Mashed Into AI-Generated Music; The Atlantic, June 14, 2026

 Alex Reisner, The Atlantic; The Millions of Songs Mashed Into AI-Generated Music

"The actual recordings that go into any model are a closely guarded secret—AI companies have claimed they are proprietary—but the number of songs is almost certainly huge, spanning genres and time periods.

As part of my series of investigations into AI training data, I recently discovered four giant datasets of songs that are being shared within the AI-development community. One has 12 million tracks. Another has 9 million. The two smaller datasets each have more than 100,000. They include hits from major pop artists such as Bad Bunny, Nirvana, Taylor Swift, Billie Eilish, Pearl Jam, Elvis Costello, Sheryl Crow, and the Beatles. (The New Radicals’ “You Get What You Give” is in two of the datasets.) Jazz artists such as Miles Davis, John Zorn, and Vijay Iyer are featured, as are classical composers and tens of thousands of minor artists across genres. The 12-million-track dataset, on its own, would take 91 years to listen to...

In an attempt to prevent their products from generating songs that duplicate existing music, AI companies implement detection software. But neither Suno nor Udio prevents users from generating songs in the style of real artists. Earlier this year, Sony found 135,000 AI-generated tracks attributed to its artists on various streaming platforms. Although it’s not clear exactly which AI tools were used to generate those tracks, the technology is already harming artists’ ability to make a living from their music...

usicians and labels have filed at least 12 lawsuits against AI companies for training models on copyrighted music. The music industry’s three major labels have sued both Suno and Udio, and others have sued Google, OpenAI, and smaller AI vendors. No rulings have been issued in these cases, but some of the labels have reached settlements with Suno and Udio...

On the Free Music Archive, the guitarist and singer Derek Clegg has been sharing his original, home-recorded songs for more than 15 years. Clegg told me he’s happy for people to put his music in the background of their personal videos, as long as they credit him. When people expect to make money from the use of his music, then they pay him for a license. More than 250 of Clegg’s songs are in the FMA dataset I found. I asked whether he would opt out of AI training if a mechanism for doing so existed. “Yeah, definitely,” he said.

What bothers Clegg most is that AI companies take people’s music without consent, and without acknowledging that their tech products are entirely dependent on musicians. “It just seems dishonest. It seems like theft,” he said. “There’s going to have to be a reckoning.” That’s his hope, anyway."

U.S. accuses China of "industrial-scale" campaigns to steal AI secrets; Axios, April 23, 2026

 Sam Sabin, Axios ; U.S. accuses China of "industrial-scale" campaigns to steal AI secrets

"The Trump administration on Thursday accused China-backed actors of running "deliberate, industrial-scale campaigns" to distill and copy American frontier AI models...

Driving the news: Michael Kratsios, director of the White House Office of Science and Technology Policy, sent a memo Thursday to federal agency heads accusing mostly China-based actors of using proxy accounts to evade detection and jailbreak models to "expose proprietary information" and "extract capabilities from American AI models."

Distillation attacks involve querying proprietary models, like Claude or Gemini, millions of times via APIs to build datasets that replicate how the systems behave.

Kratsios said these campaigns enable foreign actors to release models that appear to match U.S. AI capabilities at a fraction of the cost.

He added that such tactics can also strip away guardrails meant to keep outputs "ideologically neutral and truth-seeking.""

Ex-Google engineer found guilty of stealing AI secrets for China; Axios, February 2, 2026

 Rebecca Falconer, Axios; Ex-Google engineer found guilty of stealing AI secrets for China

"A former Google engineer was found guilty of economic espionage and theft of confidential AI technology for the benefit of China's government, the FBI said Monday.

Why it matters: Intelligence and defense officials have long warned of increased efforts by Beijing and others to obtain U.S. intellectual property and use AI against American interests.

State of play: A federal jury in San Francisco convicted Linwei Ding, also known as Leon Ding, 38, of seven counts of economic espionage and seven counts of theft of trade secrets, per an FBI post on X Monday."

Inventors back effort to tackle intellectual property thefts; The Center Square, November 19, 2025

 Chris Woodward, The Center Square ; Inventors back effort to tackle intellectual property thefts

"Today, Metz, who describes herself as a victim of intellectual property theft, supports new federal legislation that would protect inventors like her.

“It’s very overwhelming when you’re the inventor, the creator, and you’re trying to build a business, and then you find out all these people are stealing your property,” Metz said.

The patenting process took about four years and $40,000. Metz also poured $350,000 into molds, employees and a facility to make her product.

Metz said that from 2015 to 2018, when she saw over 150 companies stealing her invention, she got an attorney and began to fight. It was a success. Metz was able to stop every one of those infringers through licensing deals. However, Metz later found herself in an administrative court that was set up by Congress in 2012 through an intellectual property law, the Leahy-Smith America Invents Act. The administrative court or Patent Trial and Appeal Board invalidated both her patents.

“I lost everything,” said Metz. “I lost all my licensing deals. I had about 40 employees at the time. I lost them. All because of a bad law.”"

It’s Sam Altman: the man who stole the rights from copyright. If he’s the future, can we go backwards?; The Guardian, October 10, 2025

 Marina Hyde , The Guardian; It’s Sam Altman: the man who stole the rights from copyright. If he’s the future, can we go backwards?

"I’ve seen it said that OpenAI’s motto should be “better to beg forgiveness than ask permission”, but that cosies it preposterously. Its actual motto seems to be “we’ll do what we want and you’ll let us, bitch”. Consider Altman’s recent political journey. “To anyone familiar with the history of Germany in the 1930s,” Sam warned in 2016, “it’s chilling to watch Trump in action.” He seems to have got over this in time to attend Donald Trump’s second inauguration, presumably because – if we have to extend his artless and predictable analogy – he’s now one of the industrialists welcome in the chancellery to carve up the spoils. “Thank you for being such a pro-business, pro-innovation president,” Sam simpered to Trump at a recent White House dinner for tech titans. “It’s a very refreshing change.” Inevitably, the Trump administration has refused to bring forward any AI regulation at all.

Meanwhile, please remember something Sam and his ironicidal maniacs said earlier this year, when it was suggested that the Chinese AI chatbot DeepSeek might have been trained on some of OpenAI’s work. “We are aware of and reviewing indications that DeepSeek may have inappropriately distilled our models, and will share information as we know more,” his firm’s anguished statement ran. “We take aggressive, proactive countermeasures to protect our technology.” Hilariously, it seemed that the last entity on earth with the power to fight AI theft was OpenAI."

How to protect algorithms as intellectual property; CSO, July 13, 2020

Stacy Collett, CSO; How to protect algorithms as intellectual property

Algorithms can now be considered trade secrets or even patent-worthy. Prevent them from being stolen by taking these security steps.

"Intellectual property theft has become a top concern of global enterprises. As of February 2020, the FBI had about 1,000 investigations involving China alone for attempted theft of US-based technology spanning just about every industry. It’s not just nation-states who look to steal IP; competitors, employees and partners are often culprits, too.

Security teams routinely take steps to protect intellectual property like software, engineering designs, and marketing plans. But how do you protect IP when it's an algorithm and not a document or database? Proprietary analytics are becoming an important differentiator as companies implement digital transformation projects. Luckily, laws are changing to include algorithms among the IP that can be legally protected."

The Difference Between Copyrights, Trademarks and Patents; The New York Times, April 16, 2020

Alexander Webb, The New York Times; The Difference Between Copyrights, Trademarks and Patents

Whether you’re an inventor, a writer or an artist, you need to know what these each mean — and which you need to protect your work.

"Intellectual property theft has always been a problem, but it has never affected as many people as it does today. If you’ve taken a photo, recorded a song or written a letter, you’ve likely created a copyright. If you operate a small business, you probably qualify for trademark protection, and if you invent something, you may be able to patent it. But the same tools that make it easy to distribute your work online make it easier than ever to steal.

Intellectual property, or I.P., is everywhere, but almost nobody who is not a lawyer understands how to protect their art, business or inventions. This article is no substitute for real legal advice, but it should give you an idea of what questions you need to ask next. I.P. law is vast, so this will focus on basic terms you’ve probably heard: copyrights, trademarks and patents. Let’s get started."

Feds to US Firms: Watch Out for Employees Trying to Steal Trade Secrets for China; PC Mag, February 26, 2020

Michael Kan, PC Mag; Feds to US Firms: Watch Out for Employees Trying to Steal Trade Secrets for China

"“It’s not a spy versus spy game anymore,” said William Evanina, Director of the National Counterintelligence and Security Center, during the panel. “This is the businessman, the engineer, the scientist, the student, the professor.” ...

To stop the intellectual property theft, the feds are urging US companies to protect against insider threats, which can be spurred on both by foreign governments and domestic rivals, they noted. But the answer isn’t to profile employees or stop hiring staffers from certain countries, [John] Demers[US Assistant Attorney General for National Security] said. He suggests companies develop internal systems that can track when employees are accessing sensitive company files, which can help pinpoint when a IP theft might be occurring. For example, if a soon-to-be ex-staffer is suddenly accessing a huge trove of a confidential documents, the system should immediately flag the download to company administrators."

Putting China in charge of the world’s intellectual property is a bad idea; The Washington Post, Janaury 30, 2020

Josh Rogin , The Washington Post; Putting China in charge of the world’s intellectual property is a bad idea

"Beijing is lobbying hard to take over leadership of the international organization that oversees intellectual property, which could result in dire consequences for the future of technology and economic competition. But the U.S.-led effort to prevent this from happening faces a steep uphill climb.

In March, 83 countries will vote to elect the next director general of the World Intellectual Property Organization (WIPO), a U.N.-created body founded in 1967 “to promote the protection of intellectual property throughout the world.” The Chinese candidate, Wang Binying, currently serves as one of its four deputy director-generals and is widely seen as the front-runner.

On its face, allowing China to assume leadership of the WIPO poses a clear risk to the integrity of the institution, given that the U.S. government has singled out China as the leading source of intellectual property theft in the world."

Trump’s bizarre statement on China dishonors us all; The Washington Post, January 11, 2019

Dana Milbank, The Washington Post; Trump’s bizarre statement on China dishonors us all

"Asked an unrelated question on the White House South Lawn on Thursday, Trump volunteered a comparison between Speaker Nancy Pelosi (D-Calif.) and Senate Minority Leader Charles E. Schumer (D-N.Y.) — and the leaders of the People’s Republic of China.

“I find China, frankly, in many ways, to be far more honorable than Cryin’ Chuck and Nancy. I really do,” he said. “I think that China is actually much easier to deal with than the opposition party.”

China, honorable?

China, which is holding a million members of religious minorities in concentration camps for “reeducation” by force?

China, which, according to Trump’s own FBI director, is, by far, the leading perpetrator of technology theft and espionage against the United States and is “using illegal methods” to “replace the U.S. as the world’s leading superpower”?

China, whose state-sponsored hackers were indicted just three weeks ago and accused of a 12-year campaign of cyberattacks on this and other countries?

China, whose ruling Communist Party has caused the extermination of tens of millions of people since the end of World War II, through government-induced famine, the ideological purges of the Cultural Revolution, and in mowing down reformers in Tiananmen Square?

Trump has a strange sense of honor. In April, he bestowed the same adjective on the world’s most oppressive leader, North Korea’s nuclear-armed dictator: “Kim Jong Un, he really has been very open and I think very honorable from everything we’re seeing.”

Now, the president is declaring that China’s dictatorship, by far the world’s biggest international criminal and abuser of human rights and operator of its most extensive police state, is more honorable than his political opponents in the United States.

In Trump’s view, your opponents are your enemies — and your actual enemies are your friends. How can you negotiate with a man who thinks like this?"

China is stealing American intellectual property. Trump's tariffs are a chance to stop it; Los Angeles Times, September 17, 2018

Charlene L. Fu and Curtis S. Chin, Los Angeles Times; China is stealing American intellectual property. Trump's tariffs are a chance to stop it

"Whatever else one might think of President Trump’s actions, he is confronting China about its unfair trade practices and theft of American intellectual property when too many others shy away from the truth for fear of Chinese reprisal."