The proposed changes are seeking to resolve a standoff between AI firms and creatives. Sir Paul McCartney has warned the technology "could just take over" without new laws. However, it will also allow writers, artists and composers to "reserve their rights", which involves declaring that they do not want their work to be used in an AI training process – or to demand a licence fee to do so. "We're absolutely clear that this is about giving greater control in a difficult and complex set of circumstances to creators and rights holders, and we intend it to lead to more licensing of content, which is potentially a new revenue stream for creators," he said. The British composer Ed Newton-Rex, a key figure in the campaign by creative professionals for a fair deal, told the Guardian in October that opt-out schemes were "totally unfair" for creators.

People worry about bias creeping into AI. But what if you add bias on purpose? Thanks to Google, we know where that leads: Black Vikings and female popes. Google's Gemini AI image feature, launched last February, had been tuned to zealously showcase diversity, damn the history books. Ask Google for a picture of German soldiers from World War II, and it would create a Benetton ad in Wehrmacht uniforms.

Sign up for the Slatest to get the most insightful analysis, criticism, and advice out there, delivered to your inbox daily. The billionaires of Silicon Valley aren't done playing nice with Donald Trump. They're now showering him with pleasantries, well wishes, and wads of cash. On Wednesday, Meta donated 1 million to Trump's inaugural fund just weeks after founder and CEO Mark Zuckerberg flew to Palm Beach, Florida to meet with Trump and Secretary of State nominee Marco Rubio at the president-elect's Mar-a-Lago home. In Save America, a coffee-table book that Trump published in September, Trump wrote that Zuckerberg had plotted against him during the 2020 election and would "spend the rest of his life in prison" if he did it again.

Joe Biden has finally delivered on one of his central 2020 campaign promises: he has united the country. Everyone – Republicans, Democrats, mayors, governors, average Joes – everyone is furious that the Biden White House is stonewalling us about the many drones swarming over New Jersey, New York and several other states. It is the perfect coda to the Biden presidency: a White House that is dishonest, scared and inept. John Kirby, White House spokesperson, has blithely parroted nonsense about people confusing what are quite evidently highly sophisticated surveillance machines with "manned aircraft" and "inaccurate sightings." "We have not been able to, and neither have state or local law enforcement authorities, corroborate any of the reported visual sightings" said Kirby in a recent briefing.

Suspicious drone sightings in states across the Northeast in recent weeks may be coming from inside the United States, according to a military expert. Civilians and lawmakers have reported drone sightings in New Jersey, Pennsylvania, New York, Connecticut, Ohio and other states, with local and federal law enforcement offering little information about the aerial activity, most of which has been spotted at night. Some of the drones are as large as 6 feet in diameter, according to New Jersey state Rep. Dawn Fantasia, who was briefed on the matter last week. "The concern is definitely valid. One thing I do believe, I believe the government knows the source of these drones, and I believe the source of these drones is from inside the U.S., especially the larger drones," Col. William Dunn, president of Strategic Resilience Group, a government consulting group, told Fox News Digital.

An Iranian-American citizen and a Swiss Iranian have been arrested and charged by United States authorities with allegedly exporting sensitive technology to Iran that was used in a deadly drone attack on American forces based in Jordan. Islamic Resistance in Iraq, an umbrella group of Iran-backed fighters, was alleged to have carried out the drone attack that killed three US soldiers and wounded 47 others at a US military outpost in Jordan, near the Syrian border, in January. Federal prosecutors in Boston on Monday charged 38-year-old Mohammad Abedininajafabadi, who is known as Mohammad Abedini, the co-founder of an Iranian-based company, and Mahdi Sadeghi, 42, an employee of Massachusetts-based semiconductor manufacturer Analog Devices, with conspiring to violate US export laws. Abedini, a dual citizen of Switzerland and Iran, was arrested in Milan, Italy, at the request of the US government, which will seek his extradition. Sadeghi, an Iranian-born naturalised US citizen, who lives in Natick, Massachusetts, was also arrested.

Ocean County, New Jersey Sheriff Michael Mastronardy shares how he launched his own drones to learn more information about the mysterious drones hovering over his state on'Your World.' Government officials have responded to the recent drone sightings near an Air Force base in Ohio on Monday, noting that the incidents appear unrelated to the unusual sightings in the Northeast. The drones were seen near Wright-Patterson Air Force Base in Greene County over the weekend. Following the sightings, the base closed its airspace for four hours on Saturday. According to its website, Wright-Patterson is "headquarters for a vast, worldwide logistics system, a world-class laboratory research function, and is the foremost acquisition and development center in the U.S. Air Force." In a statement to Fox News, Robert Purtiman, Chief of Public Affairs of the 88th Air Base Wing, confirmed that officials were aware of the drones.

White House National Security Communications Adviser John Kirby said the White House's assessment, in coordination with the FBI and state and local officials, is that the mysterious drones flying over the country are in fact "legal" and "lawful." Kirby told Fox News anchor Bret Baier Monday on "Special Report" they've examined roughly 5,000 sightings and to date, their analysis is "lawful, legal, commercial hobbyist and even law enforcement aircraft activity," is responsible for the sightings. "Some of it's manned, some of it's unmanned. We absolutely acknowledge that a lot of these are probably drones, but they're flying legally. And it is legal to fly drones in non-restricted airspace as long as you're registered with the [Federal Aviation Administration] FAA and there's thousands and thousands of these kinds of flights every single day," he added.

Ocean County, New Jersey Sheriff Michael Mastronardy shares how he launched his own drones to learn more information about the mysterious drones hovering over his state on'Your World.' Sen. Chuck Schumer, D-N.Y., announced Monday that he will move to advance drone legislation this week that will give local officials more authority to respond to the growing concerns of drone sightings. Reports of drones flying over New Jersey and New York, particularly near military research facilities and Trump's Bedminster golf course, have prompted lawmakers to press the Biden administration for more transparency when it comes to who is flying the suspected unmanned aircraft and why the government is not doing anything about them. Schumer has called on Homeland Security Secretary Alejandro Mayorkas to "quickly deploy" any drone-detecting tools that are available to help New York and New Jersey deal with the mysterious drone sightings that started a few weeks ago. "This week, I will also come to the floor of the Senate to seek passage of legislation that will give local officials greater authority to swiftly respond to these sightings," Schumer said while speaking on the Senate floor on Monday.

With a focus on natural language processing (NLP) and the role of large language models (LLMs), we explore the intersection of machine learning, deep learning, and artificial intelligence. As artificial intelligence continues to revolutionize fields from healthcare to finance, NLP techniques such as tokenization, text classification, and entity recognition are essential for processing and understanding human language. This paper discusses advanced data preprocessing techniques and the use of frameworks like Hugging Face for implementing transformer-based models. Additionally, it highlights challenges such as handling multilingual data, reducing bias, and ensuring model robustness. By addressing key aspects of data processing and model fine-tuning, this work aims to provide insights into deploying effective and ethically sound AI solutions.