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New York Times-ChatGPT lawsuit poses new legal threats to artificial intelligence on January 9, 2024 at 11:00 am Business News | The Hill

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After a year of explosive growth, generative artificial intelligence (AI) may be facing its most significant legal threat yet from The New York Times.  

The Times sued Microsoft and OpenAI, the company behind the popular ChatGPT tool, for copyright infringement shortly before the new year, alleging the companies impermissibly used millions of its articles to train their AI models. 

The newspaper joins scores of writers and artists who have sued major technology companies in recent months for training AI on their copyrighted work without permission. Many of these lawsuits have hit road bumps in court. 

However, experts believe The Times’s complaint is sharper than earlier AI-related copyright suits. 

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“I think they have learned from some of the previous losses,” Robert Brauneis, a professor of intellectual property law at the George Washington University Law School, told The Hill.  

The Times lawsuit is “a little bit less scattershot in their causes of action,” Brauneis said. 

“The attorneys here for the New York Times are careful to avoid just kind of throwing up everything against the wall and seeing what sticks there,” he added. “They’re really concentrated on what they think will stick.” 

Transformation vs. Reproduction 

Generative AI models require mass amounts of material for training. Large language models, like OpenAI’s ChatGPT and Microsoft’s Copilot, use the material they are trained on to predict what words are likely to follow a string of text to produce human-like responses.    

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Typically, these AI models are transformative in nature, said Shabbi Khan, co-chair for the Artificial Intelligence, Automation, and Robotics group at law firm Foley & Lardner.  

“If you asked it a general query …. it doesn’t do a search and find the right passage and just reproduce the passage,” Kahn explained. “It will try to probabilistically create its own version of what needs to be said based on a pattern that it sort of picks up through parsing billions of words of content.” 

However, in its suit against OpenAI and Microsoft, the Times alleges the AI models developed by the companies have “memorized” and can sometimes reproduce chunks of the newspaper’s articles. 

“If individuals can access The Times’s highly valuable content through Defendants’ own products without having to pay for it and without having to navigate through The Times’s paywall, many will likely do so,” the lawsuit reads.  

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“Defendants’ unlawful conduct threatens to divert readers, including current and potential subscribers, away from The Times, thereby reducing the subscription, advertising, licensing, and affiliate revenues that fund The Times’s ability to continue producing its current level of groundbreaking journalism,” it adds. 

In response to the lawsuit, an OpenAI spokesperson said in a statement that the company respects “the rights of content creators and owners” and is “committed to working with them to ensure they benefit from AI technology and new revenue models.” 

Brauneis said some of the “most impressive” portions of the Times case are its repeated examples of the AI models simply regurgitating its material, nearly verbatim. 

Earlier copyright lawsuits haven’t been able to show such direct reproductions of their material by the models, Khan noted. 

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In recent months, courts have dismissed claims from plaintiffs in similar lawsuits who argued that the outputs of particular AI models infringed on their copyright because they failed to show outputs that were substantially similar to their copyrighted work. 

“I think [the Times] did a good job relative to what maybe other complaints have been put out in the past,” Khan told The Hill. “They provided multiple examples of basically snippets and quite frankly more than snippets, passages of the New York Times as reproductions.” 

Khan suggested the court could decide that particular use cases of generative AI are not transformative enough and require companies to limit certain prompts or outputs to prevent AI models from reproducing copyrighted content. 

While Brauneis similarly noted the issue could result in an injunction against the tech companies or damages for the Times, he also emphasized it is not an unsolvable issue for generative AI. 

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“I think that the companies will respond to that and develop filters that dramatically reproduce and reduce the incidence of that kind of output,” he said. “So, I don’t think that’s a long-term, huge problem for these companies.” 

In an October response to an inquiry from the U.S. Copyright Office, OpenAI said it had developed measures to reduce the likelihood of “memorization” or verbatim repetition by its AI models, including removing duplications from its training data and teaching its models to decline prompts aimed at reproducing copyrighted works. 

The company noted, however, “Because of the multitude of ways a user may ask questions, ChatGPT may not be perfect at understanding and declining every request aimed at getting outputs that may include some part of content the model was trained on.” 

The AI model is also equipped with output filters that can block potentially violative content that is generated despite other safeguards, OpenAI said. 

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OpenAI also emphasized in a statement on Monday that memorization is a “rare bug” and alleged that the Times “intentionally manipulated prompts” in order to get ChatGPT to regurgitate its articles.

“Even when using such prompts, our models don’t typically behave the way The New York Times insinuates, which suggests they either instructed the model to regurgitate or cherry-picked their examples from many attempts,” the company said.

“Despite their claims, this misuse is not typical or allowed user activity, and is not a substitute for The New York Times,” it added. “Regardless, we are continually making our systems more resistant to adversarial attacks to regurgitate training data, and have already made much progress in our recent models.”

How the media, AI can shape each other

Carl Szabo, the vice president and general counsel of the tech industry group NetChoice, warned that lawsuits like the Times’ could stifle the industry.  

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“You’re gonna see a bunch of these efforts to kind of shakedown AI developers for money in a way that harms the public, that harms public access to information and kind of undermines the purpose of the Copyright Act, which is to promote human knowledge at the end of the day,” Szabo told The Hill. 

Eventually, Khan said he thinks there will be a mechanism in place through which tech companies can obtain licenses to content, such as articles from the Times, for training their AI models. 

OpenAI has already struck deals with The Associated Press and Axel Springer — a German media company that owns Politico, Business Insider and other publications — to use their content.  

The Times also noted in its lawsuit that it reached out to Microsoft and OpenAI in April to raise intellectual property concerns and the possibility of an agreement, which OpenAI acknowledged in its statement about the case.  

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“Our ongoing conversations with the New York Times have been productive and moving forward constructively, so we are surprised and disappointed with this development,” a spokesperson said.  

The OpenAI spokesperson added that the company is “hopeful that we will find a mutually beneficial way to work together.” 

“I think most publishers will adopt that model because it provides for additional revenue to the company,” Khan told The Hill. “And we can see that because New York Times tried to enter into [an agreement]. So, there is a price that they’re willing to accept.”  

​Technology, Business After a year of explosive growth, generative artificial intelligence (AI) may be facing its most significant legal threat yet from The New York Times. The Times sued Microsoft and OpenAI, the company behind the popular ChatGPT tool, for copyright infringement shortly before the new year, alleging the companies impermissibly used millions of its articles to…  

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The Cities Bracing for Trump’s Immigration Crackdown

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In the wake of Donald Trump’s recent election victory and his promise of “the largest deportation operation in American history,” several major U.S. cities are bracing for potentially seismic shifts in their economic and social landscapes. As the nation grapples with the implications of this proposed policy, urban centers that have long been havens for immigrant communities find themselves at the epicenter of a looming storm.

Los Angeles, often dubbed the “City of Angels,” stands to lose more than its celestial nickname suggests. As a primary gateway for immigrants, the city’s vibrant tapestry of cultures and its economic engine could face significant disruption. From the bustling streets of Koreatown to the sun-drenched orchards of the Central Valley, the absence of undocumented workers could leave gaping holes in the city’s workforce and cultural identity.

Across the country, New York City, with its iconic skyline and melting pot reputation, faces its own reckoning. The Big Apple’s 5.9 million immigrants, many of whom are undocumented, form the backbone of industries ranging from construction to healthcare. The potential exodus could transform neighborhoods like Jackson Heights and Flushing, altering the very essence of what makes New York a global city.In the Sunshine State, Miami’s tropical allure belies the turbulent times ahead. Home to 2.5 million immigrants, the city’s economy relies heavily on sectors like tourism and hospitality – industries where undocumented workers often fill crucial roles. The potential deportation of these workers could send shockwaves through Miami’s economic ecosystem, from South Beach’s glitzy hotels to the agricultural heartlands of South Florida.

Chicago, the “City of Big Shoulders,” may find those shoulders significantly weakened. With 1.7 million immigrants in its metropolitan area, the Windy City’s diverse neighborhoods and industries face an uncertain future. From the meatpacking plants to the tech startups, Chicago’s economic resilience could be tested like never before.

In the Lone Star State, Houston and Dallas stand as twin testaments to the complexities of immigration policy. These Texas titans, each home to large immigrant populations, could see their booming economies stumble. The construction sites that dot their ever-expanding skylines and the service industries that keep these cities humming could face unprecedented labor shortages.

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Out West, the San Francisco Bay Area’s reputation as a bastion of innovation and progress could be challenged. The region’s tech industry, often reliant on immigrant talent, might find itself grappling with a new reality. From Silicon Valley’s coding campuses to the agricultural expanses of the Central Valley, California’s economic powerhouse could face a reckoning. Phoenix, rising from the Sonoran Desert, could see its growth trajectory altered. As Arizona’s urban center, it stands at the forefront of the immigration debate, potentially facing not just economic impacts but social and political upheaval as well.

These cities, along with others like San Diego and Las Vegas, are not just facing potential economic disruptions. They are staring down the barrel of profound social change. Family separations, community fragmentation, and the erosion of cultural enclaves built over generations are all possible consequences of mass deportations. Moreover, the fiscal implications are staggering. Undocumented immigrants contribute billions in taxes annually, often without receiving the full benefits of their contributions. Their sudden absence could leave gaping holes in city budgets, potentially affecting public services and infrastructure projects.

As these urban centers brace for impact, the debate rages on. Supporters of stricter immigration policies argue for the need to enforce laws and protect American jobs. Critics warn of economic devastation and the unraveling of America’s urban fabric. What’s clear is that America’s cities stand at a crossroads. The coming months and years will likely reshape urban landscapes in ways both visible and invisible. From the foods we eat to the services we rely on, from the neighborhoods we call home to the very character of our cities, the impacts of this proposed immigration crackdown could be far-reaching and long-lasting. As the nation watches and waits, these cities – vibrant, diverse, and economically vital – find themselves on the front lines of a policy that could redefine what it means to be an American city in the 21st century.

Bolanle Media is excited to announce our partnership with The Newbie Film Academy to offer comprehensive courses designed specifically for aspiring filmmakers. Whether you’re just starting out or looking to enhance your skills, our resources will provide you with the tools and knowledge needed to succeed in the competitive world of screenwriting. Join us today to unlock your creative potential and take your first steps toward crafting compelling stories that resonate with audiences. Let’s turn your ideas into impactful scripts together!

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How Trump’s Deportation Plans Could Reshape Major Cities

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In the wake of Donald Trump’s recent election victory, his ambitious plans for mass deportations have thrust America’s urban centers into the spotlight. As the nation grapples with the potential implications of what Trump calls “the largest deportation operation in American history,” cities across the country are bracing for significant changes that could reshape their economic, social, and cultural landscapes.

The stakes are particularly high for metropolitan areas like New York, Los Angeles, Houston, Dallas, and Miami, which host the largest populations of unauthorized immigrants. These cities, along with other major urban hubs such as Chicago, Washington D.C., and San Francisco, stand at the forefront of a looming transformation that could reverberate throughout the nation.

Economic Tremors

Economists warn that the proposed deportations could send shockwaves through urban economies. Mark Zandi, chief economist at Moody’s, cautions that businesses would face “significant challenges” if a substantial number of immigrants were removed. Industries such as construction, hospitality, and healthcare—pillars of urban economies—could face severe labor shortages.

Joe Brusuelas, chief economist at RSM, emphasizes the potential ripple effects: “The native-born workforce cannot meet current labor demands.” This labor gap could lead to increased wages, potentially rekindling inflation—a concern that looms large over city planners and policymakers alike.

Community Fabric Under Strain

Beyond economic considerations, the social fabric of cities hangs in the balance. Elena, a Nicaraguan immigrant in Houston, voices a fear echoed in immigrant communities across the nation: “I’m scared… This is my home.” The threat of family separations, particularly in mixed-status households, casts a long shadow over urban neighborhoods.

Immigrant advocacy groups like FIEL are mobilizing, advising clients to prepare for “anything that can happen.” This atmosphere of uncertainty could lead to decreased community engagement and cooperation with local authorities, potentially impacting public safety and community cohesion.

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Cities at a Crossroads

As the debate intensifies, cities find themselves at a crossroads. Some, like New York and Los Angeles, have historically positioned themselves as “sanctuary cities,” often at odds with federal immigration enforcement. The impending clash between federal policy and local governance promises to be a defining feature of this new political landscape.

Meanwhile, the logistical challenges of implementing such a massive deportation operation remain daunting. Questions abound regarding detention facilities, transportation networks, and the sheer manpower required to carry out Trump’s vision.

Looking Ahead

As America’s urban centers brace for potential change, the full impact of Trump’s deportation plans remains to be seen. Legal challenges are all but certain, and the resilience of America’s cities will be put to the test.

What is clear is that the coming months and years will be pivotal for urban America. As Jason Miller, a senior Trump adviser, puts it, the plan is to “immediately reinstate” immigration policies from Trump’s first term. For America’s cities, this could mean a period of unprecedented change, challenge, and, potentially, transformation.

As the nation watches and waits, the story of America’s cities in the face of this ambitious deportation plan is just beginning to unfold. The outcome will undoubtedly shape the future of urban life in America for years to come.

Bolanle Media is excited to announce our partnership with The Newbie Film Academy to offer comprehensive courses designed specifically for aspiring screenwriters. Whether you’re just starting out or looking to enhance your skills, our resources will provide you with the tools and knowledge needed to succeed in the competitive world of screenwriting. Join us today to unlock your creative potential and take your first steps toward crafting compelling stories that resonate with audiences. Let’s turn your ideas into impactful scripts together!

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Donald Trump Wins 2024 USA Election

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Based on the election results, Donald Trump has indeed won the 2024 U.S. presidential election, defeating Vice President Kamala Harris. Here’s an analysis of the key statistics and implications:

Electoral College Victory

Donald Trump has secured the presidency by winning crucial battleground states and flipping some key states that were previously held by Democrats. The final Electoral College tally is still being determined, but Trump has surpassed the 270 electoral votes needed to win.

Battleground State Performance

Trump’s victory was largely secured by winning several critical swing states:

  • Wisconsin: Trump’s win here was pivotal in securing his path to victory.
  • Pennsylvania: This state flipped back to Republican control.
  • Georgia: Another key state that Trump managed to win back.
  • Michigan: Trump successfully flipped this traditionally Democratic stronghold.

While the final popular vote tally is still being calculated, exit polls provide insight into voter priorities:

Congressional Control

The election results extend beyond the presidency:

Media Implications

The outcome of this election could be seen as a challenge to mainstream media narratives for several reasons:

  1. Polling Discrepancies: Many pre-election polls suggested a tight race or even a slight Harris advantage in key states. Trump’s victory, particularly in battleground states, may indicate that polls underestimated his support.
  2. Narrative Shifts: Throughout the campaign, much of the mainstream media focused on Trump’s legal challenges and controversies. His victory suggests that these issues may not have resonated with voters as much as economic and policy concerns.
  3. Voter Priorities: The emphasis on issues like the economy and immigration in voter decision-making may indicate a disconnect between media focus and voter concerns.
  4. Electoral Predictions: Many mainstream outlets were cautious about predicting a Trump victory, even as results began to favor him. This hesitancy could be seen as a reflection of broader media skepticism about Trump’s chances.
  5. Underestimation of Trump’s Base: The results suggest that Trump’s core support remained strong and potentially grew, despite negative coverage in much of the mainstream media.

It’s important to note that while the election outcome may challenge some media narratives, it doesn’t necessarily invalidate all mainstream reporting. The complex factors influencing voter behavior and the challenges of accurate political forecasting remain subjects of ongoing analysis and debate.

As the dust settles on this historic election, both the media and political analysts will likely engage in extensive reflection on the factors that led to Trump’s victory and the implications for future political coverage and analysis.

Bolanle Media is excited to announce our partnership with The Newbie Film Academy to offer comprehensive courses designed specifically for aspiring screenwriters. Whether you’re just starting out or looking to enhance your skills, our resources will provide you with the tools and knowledge needed to succeed in the competitive world of screenwriting. Join us today to unlock your creative potential and take your first steps toward crafting compelling stories that resonate with audiences. Let’s turn your ideas into impactful scripts together!

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