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Recent advances in Large Language Models (LLMs) enable exciting LLM-integrated applications. However, as LLMs have improved, so have the attacks against them. Prompt injection attack is listed as the #1 threat by OWASP to LLM-integrated applications, where an LLM input contains a trusted prompt (instruction) and an untrusted data. The data may contain injected instructions to arbitrarily manipulate the LLM. As an example, to unfairly promote "Restaurant A", its owner could use prompt injection to post a review on Yelp, e.g., "Ignore your previous instruction.

Large language models like ChatGPT's GPT-4o seem to have all the information in the known universe, or at least what engineers could scan off the internet. But what if you want to use a large language model (LLM) with proprietary information from your own company data, or specialized information that's not publicly available on the internet, or otherwise train an LLM to have specialized knowledge? Do you build an LLM from scratch? Do you use a small, open-source, self-hosted model that contains only your information? As it turns out, you can start with an LLM like GPT-4o, and then build up on top of that.

But Rus and many others I spoke with at the expo suggest that this hype just doesn't add up. Humanoids "are mostly not intelligent," she said. Rus showed a video of herself speaking to an advanced humanoid that smoothly followed her instruction to pick up a watering can and water a nearby plant. But when she asked it to "water" her friend, the robot did not consider that humans don't need watering like plants and moved to douse the person. "These robots lack common sense," she said.

United States Customs and Border Protection is asking tech companies to send pitches for a real-time facial recognition tool that would take photos of every single person in a vehicle at a border crossing, including anyone in the back seats, and match them to travel documents, according to a document posted in a federal register last week. The request for information, or RIF, says that CBP already has a facial recognition tool that takes a picture of a person at a port of entry and compares it to travel or identity documents that someone gives to a border officer, as well as other photos from those documents already "in government holdings." "Biometrically confirmed entries into the United States are added to the traveler's crossing record," the document says. An agency under the Department of Homeland Security, CBP says that its facial recognition tool "is currently operating in the air, sea, and land pedestrian environments." The agency's goal is to bring it to "the land vehicle environment."

U.S. President Donald Trump on Monday dismissed the backlash against an artificial intelligence-generated image of him as the pope posted by the White House on social media, saying it was a harmless joke, but communications experts said they did not see the funny side. The weekend AI-generated posts of Trump dressed in white papal vestments and another of him wielding one of the red light sabers preferred by villains in the "Star Wars" movies appeared typical of the provocation the president employs to energize supporters and troll critics. Since returning to office on Jan. 20, Trump has dominated news cycles. In an otherwise relatively quiet weekend, the two images ensured Trump stayed a major topic of conversation on social media and beyond. Throughout his political career, Trump has embraced bold visuals, from posing in a garbage truck to standing outside a church during protests against police brutality.

A U.S. lawmaker plans to introduce legislation in coming weeks to verify the location of artificial intelligence chips such as those made by Nvidia after they are sold. The effort to keep tabs on the chips, which drew bipartisan support from U.S. lawmakers, aims to address reports of widespread smuggling of Nvidia's chips into China in violation of U.S. export control laws. Nvidia's chips are a critical ingredient for creating AI systems such as chatbots, image generators and more specialized ones that can help craft biological weapons. Both U.S. President Donald Trump and his predecessor, Joe Biden, have implemented progressively tighter export controls of Nvidia's chips to China.

Russian attacks on the Donetsk and Sumy regions of eastern Ukraine killed at least three people on Monday, Ukrainian authorities said. A Ukrainian drone attack on a car in Russia's Kursk region killed two women, Governor Alexander Khinstein said in a post on Telegram. He said a 53-year-old man was also killed when an explosive device was dropped onto his car. Russian forces destroyed 105 Ukrainian drones overnight, the RIA Novosti news agency reported, citing the Russian Ministry of Defence. Moscow Mayor Sergei Sobyanin said at least 19 Ukrainian drones were destroyed as the capital was targeted for a second night in a row, prompting the closure of all airports for several hours.

OpenAI has dialed back a significant restructuring plan, with its nonprofit parent retaining control in a move that is likely to limit CEO Sam Altman's power over the pioneering maker of ChatGPT. The announcement follows a storm of criticism and legal challenges, including a high-profile lawsuit filed by rival and co-founder Elon Musk, who has accused OpenAI of straying from its founding mission to develop artificial intelligence for the benefit of humanity. "OpenAI was founded as a non-profit, is today a non-profit that oversees and controls the for-profit, and going forward will remain a non-profit that oversees and controls the for-profit. That will not change," Altman said in a blog post Monday.

Multiple explosions have been heard and a huge fire seen in Port Sudan, though the exact locations and causes were unclear, as Sudan's civil war rocks the previously quiet city for the third day. Dark plumes of smoke could be seen emerging from the vicinity of the country's main maritime port in the city, where hundreds of thousands of displaced people have sought refuge. Al Jazeera's Hiba Morgan, reporting from the Sudanese capital, Khartoum, said residents in the port city reported that attack drones launched by the paramilitary Rapid Support Forces (RSF) hit a fuel depot and other targets. "According to the residents, they believe that it was drone strikes by the paramilitary Rapid Support Forces – once again. They targeted a fuel depot in the city but also around the port and the air base," Morgan said.