Air strikes have targeted the headquarters of the Iran-aligned Popular Mobilisation Forces (PMF) in Iraq's capital, Baghdad, as the country becomes a two-way battlefield between armed factions and the United States during its war with Iran . The US carried out strikes against the Shia paramilitary umbrella group, also known locally as Hashed al-Shaabi, late on Sunday after attacks on a US diplomatic and logistics centre at Baghdad International Airport. The attack was carried out after Iraqi security officials said four explosions were heard near Camp Victory, a US logistics centre at the capital's main airport. Al Jazeera's Assed Baig, reporting from Baghdad, said some drones "breached air defences and caused damage, more symbolic damage than anything else". "At the same time, Iraqi security forces have set up checkpoints around Baghdad to try and stop these drone strikes because some of these factions are launching drones from the vicinity of Baghdad," he said.

Will Gulf states join war? One police officer has been killed in a drone strike by "outlaw groups" on the headquarters of the Iraqi National Intelligence Service in the heart of capital Baghdad. "A drone targeted the headquarters of the Iraqi National Intelligence Service in the Mansour district" at about 10am local time (07:00 GMT), General Saad Maan, head of the Iraqi government's security media unit, said in a brief statement on Saturday. Another drone, filming the operation, crashed into a private members ' sports club popular with the Iraqi elite and foreign diplomats, according to the same source. The drone attack on the headquarters of the National Intelligence Service came hours after another attack on the US military complex.

Could Iran be using China's BeiDou system? Drone strike hits Al-Rasheed hotel in Baghdad's Green Zone near US embassy, no casualties reported A prominent hotel in central Baghdad's heavily fortified Green Zone was struck by a drone, amid reports that Iraqi air defences intercepted an attack over the United States Embassy. The strike on Monday evening hit the top floor of Al-Rasheed Hotel, causing damage but no casualties, according to two Iraqi security officials cited by The Associated Press (AP) news agency. Security sources told the Reuters news agency that two Katyusha rockets had been intercepted that evening near the US Embassy in the Green Zone, which houses diplomatic missions as well as international institutions and government offices. Earlier Monday, the Iran-backed Kataib Hezbollah announced that Abu Ali Al-Askari, a prominent security official with the paramilitary group, had been killed, without giving details on the circumstances.

Iraq's Prime Minister Mohammed Shia al-Sudani faces pressure to act against Iran-backed terrorist groups following increased attacks on U.S., European, and Kurdish assets in the country.

Breakthroughs, discoveries, and DIY tips sent every weekday. A team of ancient literature experts have deciphered a Mesopotamain text that was missing for over 1,000 years. Etched on clay tablets, the Hymn to Babylon describes the ancient megacity in "all of its majesty," and gives new insights into the everyday lives of those who resided there. The text is detailed in a study published in the journal Iraq. Founded in Mesopotamia around 2,000 BCE, Babylon was once the largest city in the world.

Recent advancements in large language models have shown impressive performance in general chat. However, their domain-specific capabilities, particularly in information extraction, have certain limitations. Extracting structured information from natural language that deviates from known schemas or instructions has proven challenging for previous prompt-based methods. This motivated us to explore domain-specific modeling in chat-based language models as a solution for extracting structured information from natural language. In this paper, we present ChatUIE, an innovative unified information extraction framework built upon ChatGLM. Simultaneously, reinforcement learning is employed to improve and align various tasks that involve confusing and limited samples. Furthermore, we integrate generation constraints to address the issue of generating elements that are not present in the input. Our experimental results demonstrate that ChatUIE can significantly improve the performance of information extraction with a slight decrease in chatting ability.

Gen. Qassim Suleimani, the high-level Iranian general killed by an American drone strike in 2020, kept the Shiite militias in Iraq and Syria on a tight leash. That was largely because, for most of his tenure, war was raging in both countries, and he commanded the militia to fight Americans and then Islamic State terrorist groups. But when Brig. Gen. Esmail Ghaani succeeded him, most of those conflicts had settled, and General Ghaani assumed a hands-off leadership style, setting only broad directions, according to analysts. General Ghaani, commander in chief of the Quds Forces, the branch of the Islamic Revolutionary Guards Corps tasked with overseeing the proxies, has nonetheless been involved in coordinating the strategy toward Israel and the United States for the various militias during the current war in Gaza. He led a series of emergency meetings in late January in Tehran and Baghdad with strategists, senior commanders of the Revolutionary Guards and senior commanders of the militia to redraw plans and avert war with the United States, according to two Iranians affiliated with the Guards, one of them a military strategist.

The US says it was behind a drone strike in Iraq's capital Baghdad that killed two commanders of Kataib Hezbollah, an Iran-backed militia group linked to the killing of three US troops last month.

US Central Command (Centcom) confirmed that the attack had been carried out at 21:30 local time (18:30GMT), and had killed the "commander responsible for directly planning and participating in attacks on US forces in the region".

The U.S. and Iraq held an initial round of formal talks about ending the U.S.-led military mission in the country to fight against the Islamic State. Iraqi Prime Minister Mohammed Shia al-Sudani announced Sunday that he had sponsored "the commencement of the first round of bilateral dialogue between Iraq and the United States of America to end the mission of the Coalition in Iraq," according to a report from The Associated Press. That statement was followed by one from the coalition, which said military officials will assess "the threat of Daesh (IS), operational and environmental requirements and Iraqi Security Force capabilities" and a higher military commission will "work to set the conditions to transition the mission in Iraq," according to the report. U.S. soldiers train at al-Asad air base in western Iraq. While the initial talks come as U.S. forces have been under increased attacks in the region, including a drone attack in Jordan Sunday that killed three U.S. service members and injured 25 more, U.S. officials say that plans to end the mission in Iraq were first discussed last year and that the timing of the talks with Iraq were not related to the increased attacks.