On Wednesday, officials and diplomats sounded the alarm on A.I.'s ability to undermine the integrity of information and fabricate fake voice and video tapes. They also warned that it posed a threat to cybersecurity and would enable the rise of autonomous weapons. Still, some argued that, if used responsibly and with guardrails, A.I. potentially could also help foster peace and stability. Secretary General António Guterres, who for the past year has championed efforts to regulate A.I., said that the Council had a responsibility to ensure the military use of artificial intelligence complies with international law and the U.N. Charter. "From design to deployment to decommissioning, A.I. systems must always comply with international law; military uses must be clearly regulated," Mr. Guterres said, before ending his speech with a warning and a call to action.

Contextual large language model embeddings are increasingly utilized for topic modeling and clustering. However, current methods often scale poorly, rely on opaque similarity metrics, and struggle in multilingual settings. In this work, we present a novel, scalable, interpretable, hierarchical, and multilingual approach to clustering news articles and social media data. To do this, we first train multilingual Matryoshka embeddings that can determine story similarity at varying levels of granularity based on which subset of the dimensions of the embeddings is examined. This embedding model achieves state-of-the-art performance on the SemEval 2022 Task 8 test dataset (Pearson $ρ$ = 0.816). Once trained, we develop an efficient hierarchical clustering algorithm that leverages the hierarchical nature of Matryoshka embeddings to identify unique news stories, narratives, and themes. We conclude by illustrating how our approach can identify and cluster stories, narratives, and overarching themes within real-world news datasets.

Exclusive drone footage reveals the extensive destruction in Zabadani, a city near Damascus, which endured heavy shelling from Bashar al-Assad's forces during Syria's war.

With the collapse of the Assad regime and Russia's declining influence in Syria, some are saying that an opportunity for a rapprochement between Israel and Ukraine now exists, where it hadn't before. "Israel needs to be more involved in supporting Ukraine," Yuli Edelstein, the chair of Israel's Foreign Affairs and Defense Community and a member of the ruling Likud party, told Fox News Digital. "The situation has changed, it's time for Israel to step up." Edelstein, a leading voice in Israel's defense and foreign policy discussions, said "the enemy of my enemy is my friend," adding, "We see a strategic alliance between the Russians and the Iranians. If before it was the great Russia adopting Iran, now it's important to recognize that the balance of power has changed."

It is beyond dispute that the potential benefits of artificial intelligence (AI) in military intelligence are considerable. Nevertheless, it remains uncertain precisely how AI can enhance the analysis of military data. The aim of this study is to address this issue. To this end, the AI demonstrator deepCOM was developed in collaboration with the start-up Aleph Alpha. The AI functions include text search, automatic text summarization and Named Entity Recognition (NER). These are evaluated for their added value in military analysis. It is demonstrated that under time pressure, the utilization of AI functions results in assessments clearly superior to that of the control group. Nevertheless, despite the demonstrably superior analysis outcome in the experimental group, no increase in confidence in the accuracy of their own analyses was observed. Finally, the paper identifies the limitations of employing AI in military intelligence, particularly in the context of analyzing ambiguous and contradictory information.

Former Acting Defense Secretary Chris Miller joined'Fox & Friends' to discuss the latest on the escalation in the Middle East as the U.S. continues to strike Iranian proxies. A drone attack late Sunday evening that struck a military base in eastern Syria, where U.S. troops are stationed, left at least six allied Kurdish soldiers dead, officials said. The attack hit a training ground at al-Omar base in Syria's eastern province of Deir el-Zour, the U.S.-backed, Kurdish-led Syrian Democratic Forces (SDF) said in a statement Monday. According to the statement, the drone attack struck an area where the forces' commando units were being trained. No U.S. troops were killed or injured in the attack, they said.

The United States has hundreds of soldiers in Syria, mostly in the northeast, part of its mission to fight the remnants of the Islamic State alongside its ally, Kurdish-led forces. The Syrian government of President Bashar al-Assad has long demanded that the United States withdraw from all parts of Syria. The Syrian Army's general command said it "considers this cowardly terrorist act an unprecedented criminal act and affirms that it will respond with full force and decisiveness to these terrorist organizations wherever they are found," according to the Syrian state media. Syrian government forces carried out artillery and missile attacks after the drone strike on Thursday, targeting several towns in the country's northwestern Idlib Province and killing at least eight people, according to the Syrian Observatory for Human Rights. That part of the country is under the control of armed groups not backed by the United States.

Syrians have begun burying the dozens of people killed in a large-scale drone attack on a military academy in the western city of Homs. Coffins draped in Syrian flags on Friday lined the streets outside the Homs military hospital as a military band played somber music and soldiers saluted. On Thursday, several drones attacked a graduation ceremony in the academy's courtyard, where families had gathered with the new officers. Syria's Ministry of Health said at least 89 people had been killed, including 31 women and five children. The Syrian Observatory for Human Rights, which monitors the Syrian conflict, put the toll at above 120.

Fox News Flash top headlines are here. Check out what's clicking on Foxnews.com. At least seven people have reportedly been killed in Syria Thursday after a drone attack targeted a military academy graduation ceremony in Homs. "Seven dead and more than 20 regime officers wounded in a violent explosion in the area of the military academy in Homs, caused by an attack by drones during a graduation ceremony," the Syrian Observatory for Human Rights said, according to the AFP. The source of the attack is unclear.

Google's mission statement is to make the'world's information universally accessible' - but that hasn't stopped it from self-censoring to avoid offending Russia. A new study has shown the search giant's artificial intelligence chatbot, Bard, mostly refuses to answer critical questions about Russian President Vladimir Putin. In fact, it won't answer 90 percent of queries regardless of how offensive or inoffensive they are. One of the two researchers in Switzerland who did the test believe Google is being'pushed' by the Kremlin to censor anything critical about the Russian regime. Google's artificial intelligence chatbot, Bard, mostly refuses to answer critical questions about Russian President Vladimir Putin Mykola Makhortykh, a post-doctoral lecturer at the University of Bern and one of the researchers, told DailyMail.com: 'My personal opinion is that Google might have been pushed by the Russian government to censor some of the results which were critical to the Kremlin similar to how it was done by Yandex.'