Wil-news

Latest News & Article

Technology

Andrew Ng: AI Coding Demands Deep Thought, Not Casual Play

AI pioneer Andrew Ng has taken aim at the phrase “vibe coding,” calling it an unfortunate label that misrepresents the true effort behind using artificial intelligence to write software. In a recent keynote at the LangChain Interrupt conference, Ng argued that guiding AI to produce working code demands the same level of deep technical insight as writing code by hand, and often leaves him quite exhausted by day’s end. Ng noted that some people treat “vibe coding” as a casual pastime, a low stakes project you tinker with on weekends. He said that idea stems from comments by OpenAI co-founder Andrej Karpathy, who once suggested that you could “fully give in to the vibes” and let AI handle the details. Yet Ng said that view glosses over the need to craft precise prompts, to inspect the AI output, and to debug flaws. He explained that you must build a strong foundation in programming to guide the machine well and to spot mistakes on your own. At the heart of Ng’s talk was a call to preserve solid coding skills even as AI tools gain ground. He compared knowing how to program today to reading and writing some years ago: a basic skill that powers most jobs. He said that good code knowledge helps you work faster with AI and gives you the tools to fix or improve any code you get back. He stressed that AI should act as an extension of human effort and not as a replacement for core technical skills. Several experts have noted that the term “vibe coding” has taken on a life of its own, pushing a false idea that AI makes coding an effortless activity. Karpathy’s original description aimed at project prototypes and small experiments, not at serious work. Longtime developer Simon Willison added that true AI-assisted development requires structure, testing, and review, and that it has little in common with pure play. Critics worry that a loose view of AI coding may lead newcomers to underestimate the craft involved. They fear that if every AI experiment gets lumped under the banner of vibe coding, people might miss how much care goes into prompt design, code review, and validation. Some argue that healthy skepticism and critical thinking remain vital, even when a machine writes the bulk of your code. Industry leaders also stress that AI cannot erase the need for human judgment. Google’s head of research reported that the company now sees AI generate more than a quarter of its new code, yet hired teams still spend hours each day scrutinizing that output. He pointed out that developers must know what good code looks like to accept or reject an AI suggestion. In his view, learning to code remains the surest way to build the intuition needed for that task. Looking ahead, Ng urged developers to view AI as a partner that amplifies their work. He said that mastering both AI and traditional coding will open doors to faster innovation and more robust software. He closed his talk by saying that anyone who expects AI to write flawless programs on its own will find themselves returning to basics sooner than they imagine. The debate over vibe coding has sparked fresh discussion about how to teach programming in a world where AI can draft entire functions in seconds. Ng’s position stands in contrast to those who hail AI as a shortcut to skip manual effort. Instead, he offered a reminder: smart prompts and careful review require the same sharp mind that a coder brings to every problem. In his view, true progress lies not in letting machines do all the work but in teaming up with them to solve harder challenges than ever before.

Sports

Coco Gauff Triumphs Over Sabalenka to Win 2025 French Open

Coco Gauff rallied past world No. 1 Aryna Sabalenka in a gripping final to claim her first French Open title. The 21-year-old American recovered from a first-set loss to win 6 7(5), 6 2, 6 4 at Roland Garros. She is the first US woman to lift the Suzanne Lenglen Cup since Serena Williams in 2015. The match opened with Sabalenka racing to a 4 1 lead in the opening set. Gauff fought back to even the score at 5-5 before Sabalenka edged the tiebreak 7-5. However Gauff refused to back down. She seized control in the second set by dictating the pace and forcing errors from her opponent. Gauff closed it out 6 2 in just 38 minutes. In the decider Gauff struck first to take a 3 1 lead. Sabalenka clawed back to 3-3, but Gauff held serve and broke again to move ahead. At championship point Gauff saved a break chance and Sabalenka’s final shot drifted wide. When the ball bounced off the clay, the crowd erupted in applause and Gauff dropped to her knees in celebration. Gauff’s victory marks a milestone in her rise on clay. She now stands as a two-time major champion after her US Open win in 2023. This final was only the second time in three decades that the top two women in the world met in Paris, recalling Serena Williams and Maria Sharapova in 2013. Gauff’s mix of speed, defense and mental strength proved decisive against Sabalenka’s power game. After the match Gauff praised her team and her own resolve. “I stayed calm when things got tough,” she said. “And I trusted my shots under pressure.” Sabalenka paid tribute to Gauff’s performance. “She played great tennis today,” she said. “I will learn from this experience and come back stronger.” With this win Gauff adds her name to the short list of American champions on clay, and she looks ready to challenge for more titles in the seasons to come.

Technology

AI Video Generator Produces Convincing Fake News Segments That Deceive Viewers

A recent demonstration by public broadcaster CBC News has revealed that an artificial intelligence video tool can produce entirely fabricated news segments so realistic that even seasoned viewers struggle to tell them apart from true broadcasts. In the example released yesterday, a news anchor delivers dramatic updates about a wildfire raging across Alberta, her breaths clearly audible as she pauses between sentences, and a detailed map behind her shows animated flames spreading across central Canada. The footage appears to come from a live feed, but in fact the entire clip comes from a Google research prototype known as Veo 3. Since its debut early this year, Veo 3 has shown remarkable progress compared to earlier video generators. It can create full news reports complete with convincing speech, ambient sounds, and visuals that follow physical laws, so flames look like they move realistically and smoke drifts in believable patterns. Moreover, the tool can switch camera angles, mimic studio lighting, and add on-screen graphics that match typical broadcast standards. Media scholars say these features eliminate the flaws that once gave AI videos away, such as unnatural lighting or jerky movement. Researchers have already warned that this kind of technology could accelerate the spread of false information across social platforms. A recent study by the Turing Institute found that users generated AI-powered parody clips of political rallies and shared them widely during local elections, sometimes even drawing mentions from pundits on live television. In one case study, a fabricated snippet of election workers tearing up ballots circulated on social media and sparked public outrage before fact-checking sites debunked it. Such incidents highlight how digital literacy alone may not suffice to stem misleading content when the visuals appear so authentic. Angela Misri, an assistant professor at Toronto Metropolitan University who focuses on AI ethics, cautioned that tools like Veo 3 could push society into uncharted territory around trust. She pointed out that viewers often rely on what they see and hear before they check facts online, and if they cannot distinguish AI-made scenes from real footage, they may accept false reports as truth. “We may soon find ourselves in a position where our instincts betray us,” she warned in an interview, “and that risk goes beyond politics to any topic where images can sway public opinion.” Industry regulators have begun to take notice, but legal frameworks still lag behind the pace of innovation. In April, lawmakers passed legislation criminalizing non-consensual deepfake content used for adult exploitation, but they have not yet addressed broader applications of AI video tools used to spread false news. Technology companies maintain that they deploy content filters and watermarking techniques, yet watchdog groups say these measures often fail to flag sophisticated fabrications before they go viral. In response to rising concerns, several major social media platforms have started testing AI detection systems and labeling unverified videos. However, these systems sometimes misidentify genuine footage as suspicious or miss cleverly disguised fakes. Meanwhile, developers of tools like Veo 3 argue that their technology can also help news outlets produce quick, low-cost content for routine reporting tasks, such as summarizing weather events or translating live coverage into multiple languages. They suggest that the same advances posing risks for misinformation could benefit accessibility and efficiency in journalism. Nevertheless, experts emphasize that the emergence of ultra-realistic AI video generators demands new strategies for verification and public awareness. They urge news organizations, educators, and technology firms to collaborate on improving digital forensics, teaching viewers to look for verification cues, and embedding clear provenance data into video files. Only by combining technical safeguards with critical media skills, they argue, can society adapt to a future where seeing no longer guarantees believing. As AI continues to evolve at a breakneck pace, the challenge of distinguishing genuine news from fabricated reports will only grow more urgent, and the tools designed to empower storytelling may also become the most potent catalysts for deception.

Economy

FDA Issues Urgent Recall of 1.7 Million Eggs Amid Salmonella Outbreak

The U.S. Food and Drug Administration announced today that it is recalling more than 1.7 million eggs produced by August Egg Company after health officials linked the products to a Salmonella enteritidis outbreak that has sickened 79 people across seven states. According to the Centers for Disease Control and Prevention, those illnesses began in early April and have included 21 hospitalizations. Health experts warn that anyone who purchased the affected eggs should discard them or return them to the store immediately. August Egg Company, based in Hilmar, California, voluntarily initiated the recall in cooperation with the FDA. The company stated it distributed brown cage-free and brown organic eggs between February 3 and May 15, 2025. Consumers can identify the recalled cartons by the plant code numbers “P-6562” or “CA5330” and Julian dates ranging from “32” to “126” printed on the packaging. Sell-by dates for the eggs run from March 4 through June 19, 2025. The recalled eggs reached major supermarket chains in nine states: Arizona, California, Illinois, Indiana, Nebraska, New Mexico, Nevada, Washington, and Wyoming. In California and Nevada, the products were available at Save Mart, FoodMaxx, Lucky, Smart & Final, Safeway, Raleys, Food 4 Less, and Ralphs. Walmart stores in all nine states also carried the eggs through May 6. Brand names include Clover, Marketside, and Raleys, among others. Retailers have been notified and are working to remove all affected cartons from shelves. Health officials first recognized the outbreak after several patients reported eating raw or undercooked eggs before developing symptoms. Salmonella infection typically causes diarrhea, fever, and stomach cramps six hours to six days after exposure, and it can last up to a week. Some patients also experience nausea, vomiting, headache, or chills. While most healthy people recover without treatment, the illness can be more severe in young children, older adults, pregnant women, and anyone with a weakened immune system. People who develop high fever, signs of dehydration such as dry mouth or dizziness when standing, or bloody diarrhea should seek medical care at once. “The decision to recall these eggs reflects our commitment to public health,” said an FDA spokesperson, urging consumers to check their refrigerators and freezers for the affected products. The agency noted that eggs are a leading source of Salmonella enteritidis in the United States, and even eggs that look normal can carry the bacteria. To reduce risk, consumers should cook eggs until both yolks and whites are firm, wash hands and surfaces after handling raw eggs, and store eggs promptly at or below 40 °F. August Egg Company also reported that, for more than 30 days, it has ceased all fresh shell-egg sales and is sending eggs to pasteurization facilities to destroy any remaining pathogens. Customers who purchased the recalled eggs may return them to their place of purchase for a full refund. Those with questions can call the company’s hotline at 1-800-710-2554 between 9 a.m. and 5 p.m. Pacific Time. The CDC cautions that more cases could emerge as milder infections often go unreported. It advises that anyone who ate the recalled eggs and feels ill should inform their healthcare provider about possible Salmonella exposure. Meanwhile, public health authorities continue investigating to confirm that the recall has halted further spread of the infection. Consumers are encouraged to monitor official FDA and CDC updates for any new information.

Finance News

Tesla Shares Rebound After Historic Plunge Amid Musk-Trump Feud

Tesla shares climbed by nearly 5 percent in early trading on Friday after their biggest one-day drop ever. On Thursday, shares tumbled 14 percent, erasing about $152 billion in market value. The slide followed a public clash between Tesla CEO Elon Musk and former President Donald Trump over federal budget cuts that could hurt electric vehicle incentives. The selloff pushed Tesla’s valuation below the $1 trillion mark. Shares closed at $916 billion in value, down from more than $1.07 trillion at Wednesday’s close. To put this in view, the loss topped the full market value of India’s largest IT firm and made up most of the worth of the country’s top private bank. Musk himself saw about $34 billion vanish from his net worth in a few hours. Roots of the Feud The dispute began when Trump said he would cut or end subsidies for electric vehicles and solar projects if he returned to office. Musk fired back on social media, calling Trump’s plans “bad for America.” Trump answered by threatening to cancel SpaceX government contracts, worth at least $22 billion, that support national security and NASA missions. Musk at one point said SpaceX would start decommissioning its Dragon spacecraft. He later walked back that claim. Impact on SpaceX Contracts SpaceX has become vital to U.S. space work. Its Falcon rockets are now the main vehicles for military and spy satellites. Its Dragon capsule is the only ship that can carry astronauts to the International Space Station under a $5 billion NASA deal. The firm also holds contracts to build a deorbit system for the orbiting station and to launch Pentagon missions. Canceling these deals would slow key programs and face legal fights, experts say. Broader Market Moves The rebound in Tesla stock came as the wider market rose. The S&P 500 went up 1.1 percent and the Nasdaq Composite gained 1.3 percent. Investors cheered fresh jobs data that showed hiring kept pace without spiking inflation worries. Many saw Friday’s rally as a sign that the Musk-Trump clash may ease. Reports from Politico and Reuters hinted at a phone call between Musk and Trump to smooth things over. But the White House denied any call was set. Trump told reporters he had little interest in talking to Musk, calling him “the man who has lost his mind.” Despite this, some analysts say Tesla’s long-term outlook remains bright. Looking Ahead: Robotaxis Tesla plans to launch its first robotaxi service in Austin, Texas, on June 12. The initial fleet of ten fully self-driving Model Y vehicles could mark a shift for the company. Tesla aims to let owners lease their cars to a crowdsourced ride-hailing network. If it works, this model could bring in as much as $10,000 per car each year. Analysts see this move as a big step toward making Tesla more than just a carmaker. “This could be the defining moment for Tesla,” said one firm’s lead analyst. “The robotaxi fleet may open up a trillion-dollar growth path for the company.” Investor Takeaway Friday’s bounce showed that confidence can return quickly in fast-moving markets. For now, Tesla shares are on track to claw back some of Thursday’s losses. The feud with Trump still looms as a risk. Yet many investors focus more on Tesla’s push into self-driving cars and its strong production numbers than on the headline drama. If the robotaxi project gains traction, Tesla could clear the under-$1 trillion valuation soon.

Economy

US Small Businesses Scale Back Hiring as Tariffs Squeeze Profits

Small business owners across the United States are pulling back on plans to add staff as higher costs from new import duties cut into their earnings. Data from the National Federation of Independent Business shows that the share of small firms intending to hire fell from thirteen percent in April to twelve percent in May. Because these smaller companies have less cash on hand, they often adjust their payrolls before larger firms do. As a result, many have trimmed employee hours, put off bringing on new workers, or even let some people go to help balance their books. Many of these firms rely on goods and raw materials from overseas. When the government raises duties on those items, importers pay more and pass that cost on to buyers. Higher costs affect everything from manufacturing supplies to food items. For example, a restaurant owner might pay more for flour and meat, while a craft producer may see prices rise for plastics and metals. When costs go up and they cannot raise prices enough to cover the gap, owners end up earning less on each sale. That gap often leads them to look for ways to save money. And small firms usually have thin reserves. That means they feel the pain faster than big companies. Large chains may have weeks of cash and credit lines to cover extra expenses, but many small shops operate day to day with little buffer. When import costs move up, these owners face a choice: swallow the cost or cut staff. Many choose the latter because payroll often stands as one of their biggest expenses. According to the same trade group report, nearly half of the owners who saw profits shrink in recent months said they cut back on new hires. Some had to reduce the hours of existing employees. Others asked staff to share roles or handle tasks outside their usual duties. A few owners said they froze pay increases and bonuses until sales improved again. These moves help in the short term, but they can take a toll on morale and slow long-term growth. At the same time, some business leaders are turning to different cost controls. A few have invested in basic automation tools that speed up tasks like billing and scheduling. Others have shifted some work to contractors who only get paid when a project is done. And some owners have asked workers to rotate through multiple jobs so the shop can run with fewer people on site. These steps let firms spread out work without adding full time staff. Economists warn that when small companies pause hiring, the effect ripples through local communities. With fewer paychecks hitting the streets, household spending can slow, which in turn hits other businesses. In towns where a small factory or shop is a big employer, cuts to hours or jobs can be felt in restaurants, grocery stores, and service firms. Tariffs on steel, aluminum, electronics, and certain consumer goods have been a particular pain point. Many owners say that costs rose quickly and they had no warning. In some cases, suppliers passed on price increases in one lump sum rather than gradually, making it hard for shop owners to plan. Some say that they must now decide each month if they can afford to bring on an extra pair of hands or if they need to keep staff levels where they are. Looking ahead, small business owners hope the pressure eases. They are watching trade talks and any hints of changes in duty rules. Until then, many will stick with their smaller staffs and find other ways to serve customers without adding new jobs. But if costs continue to climb, local job markets could remain tight, and more owners may cut back further to keep their doors open.

Finance News

China Grants Temporary Rare Earth Licenses to Major Automakers

On Monday, China approved short-term export permissions for key rare earth materials used by General Motors, Ford, and Stellantis. The move gives these automakers a six-month pause in supply limits that began in April. It aims to ease a strain on global car production that emerged after Beijing set new rules on selling certain metals abroad. Background of the Export Limits In early April, China rolled out rules that restricted exports of seven rare earth elements, including those needed to make strong magnets for motors in electric and traditional cars. Beijing holds about 90 percent of global mining output for these minerals and 92 percent of refined material production. Automakers around the world suddenly faced tight supply and sought fast relief. Immediate Relief for U.S. and European Plants U.S. factories have felt the pinch. Ford paused its Explorer SUV line in Chicago for a week in May because it lacked magnets. European parts makers halted work entirely as their stock ran low, according to the European Association of Automotive Suppliers. With new export approvals, suppliers serving GM, Ford, and Stellantis can ship metal for the coming six months. That will help factories restart halted lines and avoid more shutdowns. Industry Voices and Reactions Michael Hart, president of the American Chamber of Commerce in China, said the approvals moved at a slower pace than industry leaders had hoped. He urged Chinese agencies to speed up the process. Stellantis noted that it cooperates with its suppliers to manage paperwork. The company said it has met near-term production needs without large setbacks. GM and Ford chose not to comment on the record. Trade Talks and Wider Tensions Last week, Presidents Donald Trump and Xi Jinping spoke by phone. They agreed to keep talking about rare earth magnets and other trade issues. White House officials said both sides will meet to iron out details. U.S. Treasury Secretary Scott Bessent accused China of holding back certain goods as leverage in their tariff dispute. He said that Beijing agreed to let more materials flow but then slowed approvals. Long-Term Uncertainty Remains Although the six-month permissions bring relief, they leave questions about what comes next. China can still set future limits or change its rules at any time. Industry experts warn that firms must seek new sources outside China or invest in mines at home. Some U.S. senators have proposed incentives for domestic rare earth mining and processing. They argue that the United States should not rely so heavily on one supplier for these vital materials. Global Supply Chain Implications Rare earth metals play a key role in modern cars, especially electric vehicles. They help power motors that use less fuel and lower emissions. Automakers are racing to meet growing demand for electric models. Any hold-up in metal delivery can halt final assembly lines and delay car deliveries. Given the push for greener transport, securing a steady metal flow ranks high on every automaker’s priority list. Next Steps for Automakers and Governments Automakers must now plan for life after the six-month window expires. They can boost stockpiles, tap new mines, or turn to recycling old magnets. Governments on both sides of the Pacific may aim for deals to ensure steady supplies. In the meantime, factories will run smoother with this temporary fix in place. However, many industry watchers believe true security will come only when rare earth sources diversify and global trade rules stay stable.

Sports

Lee Cards 8-Under 63 in 200th LPGA Tour Start to Share Lead at ShopRite Classic

Ilhee Lee delivered a standout performance in her milestone 200th LPGA Tour start by firing an 8-under-par 63 to share the first-round lead with Elizabeth Szokol at the ShopRite LPGA Classic at Seaview Hotel and Golf Club. Lee, a 36-year-old from South Korea, matched her best score in relation to par by sinking nine birdies and making a single bogey. She opened with three straight birdies on holes 3 through 5, added another trio of birdies from 8 to 10, and closed her round with three more birdies on the closing holes, while her lone blemish came at the par-4 13th. She struck 14 of 18 greens in regulation, found only two fairways off the tee, and needed just 25 putts for the round. Moreover, Szokol posted her own 63 by making birdies on her first five holes and seven of her opening nine. Japan’s Akie Iwai trails the co-leaders by two shots after carding a 6-under-par 65. World No. 1 Nelly Korda struggled to a 1-over 71, and defending champion Linnea Strom recorded a 72. The ShopRite LPGA Classic stands as one of only two 54-hole events on the LPGA calendar, alongside the Walmart NW Arkansas Championship, and it features a field of 144 players competing for a $1.75 million purse. The LPGA Tour marks its 75th anniversary season this year and carries a record $131 million in total prize money across 32 events. Lee reflected on her change in outlook since battling a shoulder injury that slowed her career from 2019 onward. She said she focuses less on controlling results and more on playing with what she has on the day. Her last Tour victory came at the 2013 Pure Silk-Bahamas Classic, and she seeks to end that drought this weekend. The ShopRite event has donated over $40 million to charity since 1992, and Lee’s strong start suggests she may add another highlight to her résumé by Sunday.

Economy

Africa’s Largest Refinery Doubles US Crude Imports

Overview Nigeria’s Dangote Refinery, the continent’s biggest processing plant, has boosted its intake of American crude oil to account for roughly one third of its total feedstock this year. The project sits near Lagos and can handle 650 000 barrels per day. It began operations in 2024 and immediately faced a shortfall in local supply that forced it to look overseas for a stable flow of crude. Background on Local Output Nigeria ranks as Africa’s top oil producer but struggles to send enough crude to its own refineries. Local grades often carry high sulphur content and yield less gasoline when processed. Refinery officials have said they must take in what local suppliers can deliver and then fill the gap with imports. This need prompted Dangote to pursue contracts with traders in the United States, where West Texas Intermediate Midland crude offers higher gasoline output and easier blending. Contracts and Volumes In June, traders recorded a booking of 300 000 barrels per day for delivery to Dangote, which marked a record intake since startup. For July, the refinery awarded contracts to bring in at least five million barrels of WTI crude. Vitol secured two million barrels, Socar of Azerbaijan agreed to another two million, and Glencore covered one million. Ship-tracking databases show these volumes almost double the import level recorded during the first months of operation. Drivers of the Shift Refinery leaders point to technical benefits. Midland crude yields more high-octane petrol and blends more readily with products in local markets. The head of operations, Edwin Devakumar, explained that the plant can process whatever grades local producers offer but needs to import the rest to run at full capacity. He added that reliable quality and predictable delivery schedules from US suppliers help the refinery maintain output targets. Impact on Local Industry This surge in American imports highlights a challenge for Nigeria’s own upstream producers. Operators must ramp up output of grades that meet the refinery’s technical needs or face continued reliance on foreign barrels. The government has tried to boost investment in pipeline networks and storage facilities to streamline deliveries but progress remains slow. Analysts warn that unless local fields improve quality or reduce sulphur levels, Dangote will keep turning to the US market. Market Reaction International traders have taken note of the refinery’s buying spree. Some expect Dangote to expand its American imports beyond the current levels if local supply gaps persist. Commodity experts say that rising purchases could put upward pressure on Midland crude prices in the Atlantic basin. In contrast, regional crude markers may slip slightly as import demand shifts away from West African grades to meet urgent domestic needs. Broader Implications Beyond Nigeria, the refinery’s strategy signals a trend for large processing projects in emerging markets that face supply chain hurdles. Operators may increasingly look to distant suppliers if domestic producers cannot meet quality or volume requirements. For Dangote, securing a stable feedstock stream will prove vital to reaching its full 650 000 barrel per day capacity and turning a profit. Outlook Going forward, Dangote plans more negotiations with US and other international traders as it seeks to lock in multi-month deals at competitive prices. Local producers face pressure to upgrade field output or offer incentives that match global benchmarks. The refinery’s success in stabilising crude flows could influence policy on energy security in Nigeria and guide future investments in the sector. As the plant evolves into a key regional hub, its sourcing choices will remain under close watch.

Accessibility