Senator Ed Markey says: 'We need to make sure these datacenters don't turn into pollution bombs.' Senator Ed Markey says: 'We need to make sure these datacenters don't turn into pollution bombs.' 'AI accountability agenda': US senator unveils package of bills to curb tech's harms US senator Ed Markey is worried about the perils of unregulated artificial intelligence. All of it: the costs associated with thirsty, energy-guzzling datacenters, intrusive workplace surveillance, bias in discriminatory algorithms, AI overriding workers' judgments, and deepening economic inequality - as those who profit most from AI rake in extraordinary windfalls. The Massachusetts Democrat's interest in convincing Congress to rein in the harmful effects of AI has only grown, as the technology embeds itself deeper across industries. Markey has already authored close to a dozen bills aimed at tackling these problems.

Sam Altman wants Americans to share in AI's wealth. The proposal may be more revealing as a political narrative than as a policy plan. OpenAI CEO Sam Altman's oft-discussed promise that Americans will share in the wealth AI creates was in the news again last week. On Thursday, the reported that Altman is in talks with President Trump about giving the US government a 5% stake in OpenAI. In some ways, Altman's plan is old news. He wrote about a more radical version of this back in 2021, proposing that companies above a certain valuation (not just AI companies) pay 2.5% of their market value each year into a fund that sends Americans annual disbursements.

What could new rights for unmarried couples mean for your money? When Amelia's fiance died suddenly in his 20s, just months before their wedding, she never imagined the legal and financial turmoil that would follow. I lost him, she says, and then I lost everything we'd ever built together. The couple had been together more than seven years and shared a business. But they were not married and Simon did not have a will, so his mother and father inherited all of his assets - apart from the couple's house - and Amelia was unable to stop them.

Traders work on the floor of the NYSE in New York Traders work on the floor at the New York Stock Exchange (NYSE) in New York City, U.S., June 22, 2026. Traders work on the floor of the NYSE in New York Traders work on the floor at the New York Stock Exchange (NYSE) in New York City, U.S., June 22, 2026. The markets are souring on artificial intelligence, but is this the bubble being burst? Today, we're discussing a rocky week for the AI industry's finances and how California's proposed billionaire's tax is changing the political posture of the state's governor. AI is facing a financial stress test, but the bubble hasn't popped After the share prices of Alphabet, Samsung, and SK Hynix dropped, a global stock selloff caused markets worldwide to slump.

Taiwan's debate over drone procurement is being closely watched because the successful use of unmanned systems by Ukraine and Iran have underscored the ways in which the technology can be used to defend territory against larger adversaries. Taiwan's main opposition party has outlined plans to develop the drone industry just days after stalling a similar proposal from Taiwanese President Lai Ching-te's government, amid a debate on unmanned systems with crucial implications for the island's defense. The Kuomintang will submit legislation that could allocate 240 billion New Taiwan dollars (U.S.$7.5 billion) over six years for government procurement and industrial development of unmanned systems, KMT lawmaker Lin Pei-hsiang said during a briefing on Tuesday. Taiwan's debate over drone procurement is being closely watched because the successful use of unmanned systems by Ukraine and Iran have underscored the ways in which the technology can be used to defend territory against larger adversaries. The People's Republic of China has threatened to use force to push its claims of sovereignty over Taiwan, even though it has never controlled the self-governing democracy. Unlike the Cabinet's proposal, which would provide upfront authorization for NT$210 billion for drone procurement over multiple years, the KMT's legislation would fund the program through the annual budget process.

Is the war entering a new phase? Russia-Ukraine war: Why has Putin rejected limits on long-range strikes? Russian President Vladimir Putin says Moscow will continue its more than four-year-long war on Ukraine, rejecting Kyiv's proposals to limit the use of long-range missiles and stop hostilities. In an interview with Russia's state television service on Sunday, Putin said Ukraine had proposed a mutual halt to long-range attacks as a step towards peace. But the Russian president suggested this proposal was made because Kyiv's forces were under pressure along the 1,250km (775-mile) front line.

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A campaign event in Los Angeles, California, for a proposed'billionaires tax', on 18 February. A campaign event in Los Angeles, California, for a proposed'billionaires tax', on 18 February. Despite more than double the needed number of signatures to qualify for ballot, there's uncertainty it'll make it to voters Nick Robins-Early and Dara Kerr here, filling in for your usual host Blake Montgomery who is out on vacation. We'll be talking about the fight over a proposed billionaire tax in California, the UK's social media ban and SpaceX making a big buy in the AI arms race. The California wealth tax showdown comes to a head this week.

With the exponential growth of video content, aiming at localizing relevant video moments based on natural language queries, video moment retrieval (VMR) has gained significant attention. Existing weakly supervised VMR methods focus on designing various feature modeling and modal interaction modules to alleviate the reliance on precise temporal annotations. However, these methods have poor generalization capabilities on compositional queries with novel syntactic structures or vocabulary in real-world scenarios. To this end, we propose a new task: weakly supervised compositional moment retrieval (WSCMR). This task trains models using only video-query pairs without precise temporal annotations, while enabling generalization to complex compositional queries.

It also discusses evaluation metrics and the use of explanations to debug models and improve performance.