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IEA: Amateur-Friendly Conversational Image Editing Agent via Three Stages of Multitask Alignment
new Abstract: Current image editing software often hinges on fixed filters or expert tuning, leaving a gap between amateur users' intent and outcomes. Creations by generative models may contain artifacts, implausible details, or stylistic drift away from photorealism and offer little insight into why an edit was made. We propose IEA, a conversational Image Editing Agent that learns to operate parameterized tools in an explicit, interpretable action space.
Brazil is set to cut in on China's rare earths dominance
Brazil is set to cut into China's rare earths dominance May 31, 2026There is a new rush for resources taking shape in Brazil. But this time, it is not about gold, coffee or rubber. Instead, the focus is on the gold of the artificial intelligence and renewable energy era: rare earths.
CNA Explains: How airlines avoided a jet fuel shortage amid the Iran conflict
CNA Explains: How airlines avoided a jet fuel shortage amid the Iran conflict Despite warnings of a looming jet fuel supply crunch amid the Iran war, major airlines are now saying that they have enough fuel for the next few months. The conflict in Iran has sent jet fuel prices soaring, as the prolonged closure of the Strait of Hormuz choked exports from Gulf refineries that supply a significant share of the world’s jet fuel. The war, which began with United States-Israeli strikes on Iran on...
Drone attack on UAE's Barakah more dangerous than Zaporizhzhia, IAEA chief tells Euronews
Rafael Grossi told Euronews the drone strike on the operating UAE nuclear plant posed greater risks than Zaporizhzhia because its reactors were live at the time of the attack, warning that tonnes of nuclear material could have triggered a radiological accident with "very, very serious consequences". Last month's drone attack on the UAE's Barakah nuclear power plant was potentially more dangerous than the situation at Ukraine's Zaporizhzhia facility because the reactors were operating at the...
Chinese EVs may hit U.S. within a few years, one way or another
Chinese electric vehicles face crippling tariffs, stringent regulations and fierce opposition from lawmakers and the American auto industry, but there's a growing possibility that Chinese EVs will be sold in the U.S. within the next few years. China has deliberately and aggressively expanded its EV footprint throughout Europe, the U.K., Asia and Australia, exporting millions of well designed, high-tech, and competitively priced vehicles, building factories and widening supply chains. Now,...
Too proud to deal? Why Iran is yet to agree to US negotiation - Trump explains
US president Donald Trump said on Friday that Iran has yet to agree to a deal with Washington aimed at ending the ongoing conflict, attributing the delay to the resolve and pride of the country's leadership. Trump suggested that Tehran would ultimately have to make concessions despite its reluctance. “They’re strong, they’re proud, there are things they never thought they’d be doing that they’re going to have to do.
Iran war: Even a peace deal won't fix energy crunch
Iran war: Even a peace deal won't fix energy crunch June 4, 2026As the Iran war approaches 100 days on Sunday, a comforting but flawed assumption has taken hold. Many policymakers, businesses and investors believe that a rapid reopening of the Strait of Hormuz will quickly bring down energy prices, once stranded oil and gas tankers can finally leave the Gulf. Yet top oil executives, shipping sector leaders and economists are predicting the opposite.
Iraq and UAE race to establish alternative oil pipelines as exports through Hormuz dry up
Iraq and the United Arab Emirates are fast-tracking plans to expand oil pipelines to replace the capacity lost by the closure of the Strait of Hormuz, as new data reveals their stark dependency on the Persian Gulf. Last week, the Iraqi cabinet approved plans to accelerate crude exports through the Kurdistan-Turkey pipeline network, which would more than triple its existing shipments from 220,000 barrels per day to 770,000. The route offers an alternative passage through Kurdistan to Turkey's...
Robotaxis are coming to Europe — and the EU wants to speed things up
France, Germany, Italy and 14 other countries have signed a joint declaration to coordinate autonomous vehicle testing across borders, paving the way for faster adoption of the technology across Europe. Seven years behind schedule, autonomous vehicle trials are finally set to expand across Europe in the coming months. On Monday, 17 European transport ministers signed a declaration backing large-scale cross-border testing of autonomous vehicles, alongside EU Commissioner for Sustainable...