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LinkedIns AI-powered job search feature is expanding to new audiences. The toolwhich lets job seekers find relevant open positions without needing to exactly match keywords in the job title or descriptionwill soon be available to all LinkedIn members using the site in English and expanding to Spanish, French, German, and Portuguese. AI-powered job search is already used by 1.3 million people daily, with more than 25 million job searches conducted via the tool every week. And initial data indicates that job seekers without a four-year college degree who use the tool are 10% more likely to get hired than before, according to the company. This is a really meaningful shift, because our vision is economic opportunity for every member of the global workforce, says Rohan Rajiv, senior director of product management and product lead for job search at LinkedIn. We know that in the past, if you were a line cook or a taco chef, it wasn’t that easy to find those jobs on LinkedIn. The AI search tool even lets users specify general properties of a job, like saying I want to protect the worlds oceans, and find relevant listings, he says. Thats a result of careful, iterative development of a large language model-powered system that can parse job titles, descriptions and other data, understanding the nuances of how listings may vary by location and industry. One job listing may refer to partnerships, while another listing for a similar position refers to business development work, for example. And the AI is able to deliver both listings to potential applicants without them needing to search for a specific keyword. Compared to traditional keyword searches, it felt more intuitive and less mechanical, writes Anderson Cheng, who recently found a job at the Los Angeles County Affordable Housing Solutions Agency via the tool, in an email to Fast Company. The biggest surprise was how well it surfaced roles I might have skipped over based on title alone, but that were actually a strong fit once I reviewed the description more closely. The AI is carefully designed to be speedy, so users dont have to wait long for results, as well as accurate and internally cost effective, Rajiv says. The results are created in part by LinkedIn staff evaluating them using a second LLM-powered system, then providing the core AI with additional examples in areas where it underperforms. Using AI to evaluate results lets the company check a broader sample than they could practically look at by hand. The magic of building these products is that you’re able to evaluate these products at scale, says Rajiv. The expanded AI access comes as the Microsoft-owned platform continues to evolve beyond a mere virtual rolodex and resume board, perhaps especially in the post-pandemic era. Revenue has more than doubled from $7 billion in 2020 to $17 billion in 2025, according to LinkedIn. It has long been used by recruiters to find potential candidates and vet applicants, making maintaining a profile there critical in many industries. If you say something in your résumé, they might look at your LinkedIn and see if those things line up, says Daniel Usera, a clinical associate professor at the University of Texas at Arlington who has studied LinkedIn. Job searches are also a big part of what LinkedIn offers. The company reports that every minute, nearly 50 new hires are made through LinkedIn and more than 11,000 job applications are submitted through the platform. Its also a social network, where 17,000 new connections are formed every minute. Another recently released AI feature, known as AI-powered people search, helps users find potential connections based on plain language criteria, like investors with FDA experience for a biotech startup or Northwestern alumni who work in entertainment marketing, rather than simply looking people up by name and employer. The platform has also given people new ways to express themselves in recent years, including adding short-form video similar to TikTok. LinkedIn posts are sometimes mocked and parodied for their excessive business boosterism, and cringey work lessons drawn from personal trauma. But the site has become a legitimately unique place for people to share work updates, from promotions to hiring announcements, along with insights about their fields. We kind of have this sense of professionalism in terms of how you’re supposed to post, how you’re supposed to interact, says Usera. And the topics are generally professional in nature. More than 1.9 million feed updates are viewed every minute as of October 2025, according to the company, which reports that comments on the network are up 24% year-over-year. Usera says his research indicates that tagging other people in LinkedIn posts, perhaps in celebrating their achievements and contributions to your own work, can help boost engagement. And while he hasnt yet formally studied the LinkedIn cringe phenomenon, he says awkward posts can result from attempts at modesty, where people allude to personal achievements in roundabout ways, and those forced analogies between the personal and professional. Maybe the lesson is you don’t need to always be creative, he says. You can just be factual and just trust that your network supports you and will be happy for you. And as the platforms AI job search functionality expands, the same lesson likely applies to job postings. While job description language have historically sometimes been an afterthought, providing clear detail about what a position entails helps ensure it shows up in AI-powered searches, says Rajiv. We are moving away from a world focused on keywords to a world where you need to say things as they are, he says.
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E-Commerce
If you signed up for an Amazon Prime membership between June 23, 2019, and June 23, 2025, Amazon might owe you as much as $51. This comes after the online retail giant entered into a settlement agreement with the Federal Trade Commission (FTC) over allegations that the company used deceptive practices to enroll customers in its Prime membership. Heres what you need to know. Whats happened? Amazon and the FTC have agreed to a settlement over allegations that the online retailer used deceptive practices to enroll people in its Amazon Prime membership, while also making it difficult for those same individuals to cancel the membership. The settlement was reached in September 2025, with Amazon agreeing to pay $2.5 billion to eligible U.S. customers. Of that, $1 billion goes toward paying a civil penalty. The remaining $1.5 billion will be used to refund eligible customers up to $51 each. As part of the settlement, Amazon did not admit to any wrongdoing. Who is eligible for the refund? There are two groups of people eligible for a refund. Both groups must have signed up between June 23, 2019, and June 23, 2025. Automatic payment group: In this first group, you must have enrolled in Prime through a so-called “challenged enrollment flow.” And you may not have used more than three Prime benefits in a 12-month period from June 23, 2019, to June 23, 2025. If you’re part of this group, you should have received your payment automatically by December 24, 2025, with no action required on your part. Claims process payment group: In this second group, you must have either unintentionally enrolled in Prime through a challenged enrollment flow or unsuccessfully tried to cancel Prime. Further, you must have used more than three Prime benefits but less than 10 during the covered 12-month period. The window for submitting a claim for the second group opened on Monday, January 5. According to the settlement website, eligible customers should receive a notice via mail or email with instructions for filing a claim by January 23. What is a challenged enrollment flow? According to the FTC and the settlement administrator, that term refers to various pathways to sign up for Prime: The Universal Prime Decision Page (UPDP), Shipping Option Select Page (SOSP), Prime Video enrollment flow, and Single Page Checkout (SPC). The good news is that you don’t personally need to determine if you signed up through a challenged enrollment flow to submit a claim. According to the FTC, Amazon will determine that for you. How much money does Amazon owe me? If you fall into either group, Amazon will refund your Prime membership fee up to $51. What do I have to do to get my refund? If you are part of the first group, you should have automatically received your refund payment from Amazon with no action required on your part. If you are in the second group, you should receive a notice via email or regular mail from Amazon that tells you how you can submit a claim. You have until July 21, 2026, to submit a claim. What else should I know? Those who think they may be eligible for a refund should check out the official settlement website, which has a list of frequently asked questions.
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E-Commerce
Denmark and Greenland are seeking a meeting with U.S. Secretary of State Marco Rubio after the Trump administration doubled down on its intention to take over the strategic Arctic island, a Danish territory.Tensions escalated after the White House said Tuesday that the “U.S. military is always an option.” President Donald Trump has argued that the U.S. needs to control the world’s largest island to ensure its own security in the face of rising threats from China and Russia in the Arctic.Danish Prime Minister Mette Frederiksen warned earlier this week that a U.S. takeover would amount to the end of the NATO military alliance.“The Nordics do not lightly make statements like this,” Maria Martisiute, a defense analyst at the European Policy Centre think tank, told The Associated Press on Wednesday. “But it is Trump, whose very bombastic language bordering on direct threats and intimidation, is threatening the fact to another ally by saying ‘I will control or annex the territory.'”The leaders of France, Germany, Italy, Poland, Spain and the United Kingdom joined Frederiksen in a statement Tuesday reaffirming that the mineral-rich island “belongs to its people.”Their statement defended the sovereignty of Greenland, which is a self-governing territory of Denmark and thus part of NATO.This weekend’s U.S. military action in Venezuela has heightened fears across Europe, and Trump and his advisers in recent days have reiterated the U.S. leader’s desire to take over the island, which guards the Arctic and North Atlantic approaches to North America.“It’s so strategic right now,” Trump told reporters Sunday.Danish Foreign Minister Lars Lkke Rasmussen and his Greenlandic counterpart, Vivian Motzfeldt, have requested the meeting with Rubio in the near future, according to a statement posted Tuesday to Greenland’s government website.Previous requests for a sit-down were not successful, the statement said.French Foreign Minister Jean-Noël Barrot said he spoke by phone Tuesday with Rubio, who dismissed the idea of a Venezuela-style operation in Greenland.“In the United States, there is massive support for the country belonging to NATO a membership that, from one day to the next, would be compromised by any form of aggressiveness toward another member of NATO,” Barrot told France Inter radio Wednesday.Asked if he has a plan in case Trump does claim Greenland, Barrot said he won’t engage in “fiction diplomacy.”While most U.S. Republicans have supported Trump’s statement, Senators Jeanne Shaheen and Thom Tillis, the Democratic and Republican co-chairs of the bipartisan Senate NATO Observer Group, blasted Trump’s rhetoric in a statement Tuesday.“When Denmark and Greenland make it clear that Greenland is not for sale, the United States must honor its treaty obligations and respect the sovereignty and territorial integrity of the Kingdom of Denmark,” the statement said. “Any suggestion that our nation would subject a fellow NATO ally to coercion or external pressure undermines the very principles of self-determination that our Alliance exists to defend.” Associated Press journalists Geir Moulson in Berlin and Mark Carlson in Brussels contributed to this report. Stefanie Dazio, Associated Press
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E-Commerce
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