Websites around the world have been hit by millions of attempts to exploit a recently discovered vulnerability in their code, cybersecurity companies have said, as the US warned the flaw could allow attackers to take control of web servers, steal data and disrupt services.来源 1
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In an update overnight on Wednesday, and into Thursday, Matthew Prince, the chief executive of the cybersecurity business CloudFlare, said the company encountered tens of thousands of attempts to exploit the weakness in the 45 minutes after the problem was announced, rising to “hundreds of thousands within two hours, and millions now”.来源 1
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In the UK, 32 government services had been taken offline, the cybersecurity minister, Liz Lloyd, told parliament. She said this “largely resulted from precautionary measures” while updates were applied. Downing Street said no public-facing critical services had been affected and “some limited services may be temporarily offline” but this did not mean they had been hacked.来源 1
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There have been no successful attacks reported so far, but experts say any impact may take time - even months - to become fully apparent.来源 2
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The vulnerability sparked particular concern about the ongoing vulnerability of systems used by schools, local governments and charities, which may not have dedicated cybersecurity support to execute the fix. The NCSC said the scale of the vulnerability was “unprecedented” and the patch would not work for some organisations running older systems, and these would have to be replaced. The British Chambers of Commerce, which represents thousands of employers, said it was not yet causing firms any significant difficulties.来源 1
Security researchers at Microsoft say the China state-aligned hackers broke into ConnectWise’s cloud backup service and stole application credentials that are used to establish data links between ConnectWise and its corporate customers, who rely on the cloud service to back up their company’s data.来源 1
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According to Microsoft, the hackers used AI agents to rapidly hack into around 2,250 organizations at a rate of almost 3,000 attempted sign-ins per minute. Microsoft said this speed gives defenders “little time to detect and respond.”来源 1
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The speed of the mass-hacks was attributed to the use of AI agents, specifically ARTEX, an open source AI framework that works with AI models to stress-test cyber defenses. The same AI software was used in a recent compromise of South Korea’s financial systems, many of which had weak security and lacked multi-factor authentication.来源 1
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ConnectWise said it’s paused access to its cloud backup system and is investigating the breach. As of Thursday, the company said it was working on restoring the service.来源 1
OpenAI is reportedly close to securing another mega round of private funding, rather than plowing ahead with an IPO. The AI lab is working on raising up to $30 billion at a $1.25 trillion pre-money valuation in a round led by Coatue and investors in UAE, sources told CNBC.来源 1
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This follows a similar report by Bloomberg a month ago which said the AI lab was working on raising $30 billion at a $1.4 trillion valuation. Terms are still being negotiated, both outlets report, so they could ultimately change. CNBC reports that the UAE funding could also be coupled with a deal to secure more computing capacity for OpenAI from the UAE, too. OpenAI declined comment.来源 1
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Should OpenAI command a valuation of more than $1 trillion with this round, it would break records as the most valued private company ever. That valuation would also raise the bar even higher for OpenAI’s forthcoming IPO. OpenAI filed confidential paperwork for an IPO in June, after its last raise in March valued the ChatGPT maker at $852 billion post-money.来源 1
Microsoft’s AI diagnostic system correctly diagnosed complex medical cases in a simulation more than twice as often as generalist physicians, according to a study published Thursday in Science. Mustafa Suleyman, Microsoft AI’s CEO, called the result a step toward “medical superintelligence.”来源 1
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In a simulation using complex cases from the New England Journal of Medicine, it was correct 83% of the time. Primary care doctors and general internists, working individually with reference materials, were correct 36% of the time. One note: Cases this complex are usually handled by specialists or physician teams, who weren’t part of the comparison.来源 1
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The study’s own data suggests that much of the improvement comes from more powerful underlying AI models, with Microsoft’s orchestration system adding gains on top.来源 1
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Microsoft measured DxO on cost as well as accuracy, meaning the estimated cost of running the AI on each case. On its own with a short, basic prompt, GPT-5 scored 78.9% on complex cases at about $8,400 per case. DxO cut that cost by about $3,000 but raised accuracy by only about four points. On emergency department cases, there was little improvement in either accuracy or cost improvement between GPT-5 on its own and with the assist from DxO.来源 1
Oct 22 : AI safety evaluators METR and Redwood Research found several new vulnerabilities in OpenAI's internal system, including an exploit agents could have used to keep hundreds of their actions from being monitored, in a pilot review earlier this year.来源 1
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OpenAI told the safety organizations it has since patched all vulnerabilities affecting its production safeguards, although METR and Redwood said they had not verified the fixes.来源 1
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The evaluators assessed the monitoring system as it existed on and before July 21, and noted that OpenAI was expanding the system during the exercise.来源 1
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Nonprofit evaluators METR and Redwood Research on Thursday said they conducted a pilot review of an internal monitoring system at OpenAI, the artificial intelligence company's latest effort to determine how it will deepen its work with third-party safety organizations.来源 2
Just two days after the U.S. ordered federal civilian agencies to remove DeepSeek’s AI technology from their systems over security concerns, the Chinese AI lab has raised about $15 billion, about 100 billion yuan, one of the biggest funding rounds in the country, Bloomberg reported.来源 1
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Potential investors include Chinese battery maker CATL and Tencent, the company behind WeChat, among others, according to the report.来源 1
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The reported funding follows DeepSeek’s investment round in June, when it raised more than $7 billion at a valuation of $50 billion. The company was also reportedly seeking an additional $1.5 billion at a valuation of around $71 billion in July, with plans for a potential IPO in China as early as next year.来源 1
AI companies have told ministers they have 12 months to head off public opposition to datacentres in the UK or risk US-style protests that could threaten their construction.来源 1
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Successive dry summers and rising energy bills are increasing public scrutiny of plans for the huge computer warehouses that are used to train and run AI models, says a submission to the Labour government from a group including the AI infrastructure companies Nvidia, Microsoft and Cisco.来源 1
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The SAIL group said: “In the United States, organised local opposition has stopped fully permitted datacentre projects, and moratoriums have been announced even in states that are otherwise pro-growth.来源 1
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It added: “Britain has a window – we think of roughly 12 months – to build a compact that earns public consent before that pattern takes hold.”来源 1
WASHINGTON, Oct 22 : The US Commerce Department said on Thursday it plans to award $389 million in research and development funding to four companies working on power semiconductor devices and critical materials to boost technologies like commercial fusion.来源 1
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As a condition of funding, the US government will receive minority, non-controlling and non-voting equity stakes, the department said.来源 1
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• Washington-based Helion will receive up to $175 million to develop high-voltage power semiconductors and advanced energy power modules in fusion power generation. The semiconductors will power and use energy from magnets driving Helion fusion generators. Helion said the award will be accompanied by $50 million in new private investment funds. "Building fusion power plants at scale requires us to accelerate the development of technologies like semiconductors that are critical to making fusion possible,” said Helion CEO David Kirtley.来源 1
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• Sibelco North America will receive up to $56 million to develop next-generation purification for ultra-high-purity quartz used in the semiconductor supply chain. Sibelco North America, part of Belgium parent Sibelco, said the funding for key quartz components in semiconductor manufacturing will be used for next-generation leaching technologies and a demonstration facility to support testing new products in North Carolina. Sibelco CEO Hilmar Rode said announcement "represents a significant step for Sibelco and reflects the importance of high purity quartz within the semiconductor manufacturing supply chain"来源 1
Canva is launching its first in-house AI image generation model. The model, called Canva Craft, can generate images at up to 2K resolution and in over 30 aspect ratios.来源 2
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Canva is diving even deeper into AI with the launch of an image generation model that competes directly with those from OpenAI, Microsoft, and Google. The model, called Canva Craft, uses a two-stage architecture that allows it to plan a design before generating an image, allowing for “greater precision, consistency and control,” according to an announcement on Thursday. Canva Craft can generate images at up to 2K resolution and in more than 30 aspect ratios. In addition to generating social media posts and marketing content, it’s also supposed to create realistic scenes, digital art, environmental imagery, and more. The model’s two-stage system allows it to more accurately generate complex images that require legible text and precise object placement, according to Canva. [Image: https://platform.theverge.com/wp-content/uploads/sites/2/2026/10/canva-craft-2.jpg?quality=90&strip=all] [Image: https://platform.theverge.com/wp-content/uploads/sites/2/2026/10/canva-craft-3.jpg?quality=90&strip=all] [Image: https://platform.theverge.com/wp-content/uploads/sites/2/2026/10/canva-craft-4.jpg?quality=90&strip=all] [Image: https://platform.theverge.com/wp-content/uploads/sites/2/2026/10/canvacraft-1.jpg?quality=90&strip=all] [Image: https://platform.theverge.com/wp-content/uploads/sites/2/2026/10/canvacraft-5.jpg?quality=90&strip=all] The new AI model builds on Canva’s big push into AI. In April, Canva launched new prompt-based editing capabilities that allow you to create or make changes to a design by describing it. The design tool also brought layers to AI-generated images, which let you make changes to part of an image while leaving the rest untouched. Canva says it trained Craft on “millions of human-made templates” from the platform’s content library, which includes things like social media posts, presentations, infographics, and menus. The model is currently ranked fourth on Design Arena’s leaderboard for the best AI image generation models, a crowdsourced benchmark for AI designs. It sits behind OpenAI’s GPT-Image-2.5 Sunburst, GPT-Image-2.5 Flare, and GPT-Image-2. Canva notes that its AI model comes with “robust input and output moderation, privacy and safety controls, and reporting tools.” The company plans to allow AI agents to plug into Canva Craft through the open Model Context Protocol, and will also roll out more efficient Craft-fast and Craft-ultrafast models in the future. Canva Craft is available now to all users globally. You can try it by navigating to the three-dot option on Canva’s left-hand menu and then selecting Dream Lab.来源 2
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The company noted that rather than using photographs, it used designs to train this model using human-designed templates from Canva’s library, including posters, social posts, presentations, infographics, menus, and typography-rich layouts.来源 1
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Canva Craft is available on the company’s platform to all users, who can access the model from the Dream Lab tab. The model will also be available through the Canva API. Plus, the company plans to support image generation in third-party chatbots like ChatGPT and Gemini through Canva’s MCP.来源 1
OpenAI made its Decisions API model widely available to users for the first time, entering the market for fast, cheap intelligence that recently made TypeSafe, a startup founded by a former researcher at the frontier lab, a $7.6 billion company.来源 1
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Nikunj Handa, the product lead for OpenAI’s APIs, told TechCrunch that his colleagues saw Jev and said “wow, we we have like a million use cases for this.” Handa’s team sprinted to offer their own version: Rather than building a specifically calibrated decision model, the team took ChatGPT Luna and reconfigured it to speed up the inference and lower the cost.来源 1
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“The big unlock with Decisions API has been the speed, shrinking things from one to three seconds to 100, 120, 180 milliseconds,” Handa said. “In the future, we may sort of like have specific training to make our models like even better in these ways. But right now, it’s just plain old Luna that gets the job done.”来源 1
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Announced at the company’s developer day on September 29, the Decisions API became available to all customers on Thursday. OpenAI added new voice and visual modalities to the public version, and worked to ensure lower latency in regions around the world by targeting its inference resources geographically.来源 1
Uber and OpenAI announced an expansion of their partnership on Thursday, with the ride-share giant telling TechCrunch that its entire global workforce — some 30,000 people — will now be using ChatGPT Work.来源 1
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Uber originally piloted ChatGPT Work with 1,000 employees earlier this year but has now scaled up its usage to the entire company.来源 1
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That earlier pilot was deployed to workers from across Uber’s various departments, including finance, operations, and product. Indeed, a majority of the early adopters — some 80% — were non-engineers, Sumanth Sukumar, Uber’s VP of engineering, told TechCrunch.来源 1
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“They used it for a wide range of tasks: analyzing complex data from our operations to identify trends and develop recommendations; localizing training materials for different markets and languages; and building personalized interactive dashboards to manage their daily work,” he said.来源 1
Spotify had a strong third quarter, reaching 788 million monthly active users and generating nearly €5 billion (around $5.6 billion USD) in revenue. But the more interesting takeaway from its earnings call was how the company sees people listening to music in the future, and why the rise of AI agents could be good news for its business.来源 1
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“Spotify is in one of the few categories that actually stands to thrive in the agentic age,” Söderström tells investors. “This is because agents excel at replacing and taking care of things people would rather not do. People love getting rid of chores. But entertainment is the opposite. Nobody asks an agent to ‘summarize a song’ for them.”来源 1
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Spotify wants to be the service those agents turn to, letting people discover music and interact with Spotify through conversations rather than just its own app. Notably, Spotify was the first music service to integrate with Meta’s Muse assistant, and it also integrates with ChatGPT and Claude.来源 1
Password manager 1Password on Thursday launched a new tool by which users can allow agents to log into their personal accounts on their behalf, without the agent ever having access to a user’s credentials.来源 1
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The new platform, dubbed 1Password for Agents, accomplishes this by creating a system of communication between the agent, the user, and the password manager. When an agent attempts to log in on a user’s behalf, a unique digital key is sent to 1Password to confirm the agent’s digital identity. The user is then sent an alert about the login attempt and can personally confirm the request. 1Password then signs in the agent, filling in the credentials on the digital assistant’s behalf, which allows it to log in and complete whatever task is at hand.来源 1
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1Password for Agents allows users to choose their agent of choice — whether that’s Claude Duet from Anthropic, OpenAI’s Dots or ChatGPT Work, Grok Bot, Meta’s Muse, or agents from Town, which is an AI assistant startup. The company says it is working with other companies to expand the service.来源 1
The U.S. and Israeli militaries have drawn up specific plans for renewed strikes on Iran after next month's midterm elections, unnamed U.S. officials told The New York Times. Planning for a "short but intensive" operation is progressing, the officials said.来源 1
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US and Israel both head to polls as leaders hint at new military action against Iran来源 2
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The U.S. has also ordered non-emergency government employees and their families to leave Saudi Arabia. State Department spokesman Tommy Pigott in a post on X said the order applies only to Saudi Arabia, dismissing reports that the U.S. had directed some staff in the wider Gulf region to leave.来源 1
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Pigott pointed to escalating attacks by Iran-allied Houthis on civilian targets in Saudi Arabia as the reason for the order. At least two people were killed and eight injured in an attack on King Fahd International Airport in Dammam on Saudi Arabia's east coast Wednesday, according to Saudi state media.来源 1
Paris is extending a partial curfew restricting movement in parts of the city until Monday, as Marseille and Lyon impose a total ban on protests this weekend.来源 1
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In other parts of the country where protests have not been banned completely, only authorised union demonstrations will be allowed on Saturday, President Emmanuel Macron said.来源 1
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France's justice minister said on Thursday that 217 people had been jailed over last weekend's disorder after being convicted in fast-track trials, with that number expected to rise.来源 1
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Gérald Darmanin said 2,700 people had been arrested across France and more than 1,000 have appeared in court.来源 1
"The two sides pointed out that destructive external interference is the primary factor currently undermining stability across the Eurasian continent," the joint statement published by Xinhua said.来源 1
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"Both sides will always firmly support each other on issues involving one another's core interests and major concerns," the statement also said.来源 1
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The text made no reference to a mooted upcoming meeting between Putin and his Chinese and US counterparts Xi Jinping and Donald Trump.来源 1
As US voter sentiment grows increasingly antagonistic towards Israel, the foremost pro-Israel lobbying group has now announced it will no longer publicly endorse political candidates nor make direct financial contributions to them.来源 1
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"We will prioritize increasing direct, organized contributions from individual Americans to candidates - expanding upon our current efforts - and maximizing the emerging political fundraising tools. Endorsements, direct PAC contributions, and earmarking will no longer be part of our approach so we can expand individual giving and utilize new tools to help our friends win."来源 1
Brazil's future within the margin of error ahead of Sunday's presidential runoff: most of the latest polls put the far-right's Flavio Bolsonaro ahead of left-wing incumbent Luiz Inacio Lula da Silva... a lead that's narrowed after last weekend's acrimomious debate.来源 1
A magnitude 7 earthquake hit China’s southwestern region of Tibet at about 10:33pm (14:33 GMT) on Thursday, killing 16 people and injuring 32 others, state news agency Xinhua reported, citing Nagqu City’s emergency management bureau.来源 2
Brent crude futures gained 4% to close at $113.17 per barrel, the highest level for the international benchmark since May 4. U.S. West Texas Intermediate gained 2.4% to settle at $99.47.来源 3
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Oil prices jumped to a five-month high on Thursday after attacks in Saudi Arabia and hits to tankers in the strait of Hormuz threatened further disruptions to the world’s crude supply.来源 1
The yield on 10-year French government bonds soared another 11 basis points later Thursday morning, hitting 5.113% and surpassing the yield on the 10-year U.S. Treasury for the first time since 2013.来源 1
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The yield on the French 10-year bond – known as obligation assimilables du Trésor (Oat) – rose by nine basis points to 5.089% in early trading on Thursday, its highest level since July 2022. It broke across the 5% threshold on Wednesday for the first time since 2002.来源 2
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France’s bond market was hit with another bout of selling, with the difference between French and German 10-year borrowing costs – a metric for the risk premium attached to French debt – rising to its highest level in almost 15 years.来源 2
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France is facing a mounting economic crisis that pushed its 10-year government bond yield to a new 24-year high on Thursday.来源 1
Nearly all of the world's shallow-water coral reefs face an extremely high risk of collapse by 2075, with climate change being the greatest threat, the International Union for Conservation of Nature (IUCN) warned on Thursday.来源 1
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In the first systematic survey of the world's 127 tropical and subtropical coral reef systems, the IUCN said 96% were critically endangered, which is its highest risk category.来源 1
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"Heat stress from climate change is the single most consistent threat driving coral reef decline worldwide," the IUCN said when it presented the study at the United Nations' COP17 biodiversity summit in Yerevan, Armenia.来源 1
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The study uses a climate scenario developed by the UN's Intergovernmental Panel on Climate Change, which expects global warming of around 2.7 degrees Celsius (4.86 degrees Fahrenheit) above pre-industrial levels by 2100.来源 1
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Despite the bleak outlook, the IUCN said most reefs had not yet been lost. Without projections of future climate change and based on the changes over the past 50 years, only 24% would qualify as critically endangered.来源 1
TAIPEI: Taiwan issued a land warning on Thursday (Oct 22) ahead of the arrival of powerful Typhoon Champi and cancelled more than 100 flights, with the storm expected to brush past the island's northeastern coast and gradually weaken on approach.来源 2
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At one point a super typhoon and one of the strongest storms in the Pacific this year, Champi weakened slightly on Thursday but was still packing gusts of more than 227 kmh near its centre, according to Taiwan's Central Weather Administration (CWA).来源 2
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Mobile phone alerts warning of waves of more than 6m were issued to coastal towns, while total rainfall of nearly 1m was expected in northern mountain areas, including the hills near the capital Taipei.来源 2
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Taiwan's transport ministry said 125 flights had been cancelled on Thursday, mostly domestic ones, though the rail network was so far unaffected. The interior ministry said no evacuations of residents had yet been reported.来源 2
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The approaching storm is also disrupting the major military exercise called Keen Sword that is underway around Japanese islands near Taiwan.来源 1
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In Japan, major carriers Japan Airlines, ANA and Skymark have cancelled more than 100 flights, mostly domestic, between Thursday and Sunday, disrupting travel for over 11,000 passengers.来源 2
The United States is facing its largest outbreak of measles since the virus was declared eliminated in 2000.来源 1
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Decades after it was officially declared eliminated in the United States, measles has made a resurgence, with the US Centers for Disease Control and Prevention (CDC) announcing the third death of the year from the virus.来源 1
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Pennsylvania has been hit especially hard in the most recent outbreak. In September, the state sought emergency support from the CDC to control the spread, even as state and federal health officials quarrelled over the measles-associated death tally — differing over how deaths should be classified. State officials have recorded more than 1,200 cases and over 240 hospitalisations in 42 counties so far this year.来源 1
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This spike in cases has raised concerns in neighbouring US states. On October 5, New York Governor Kathy Hochul declared a state disaster emergency in response to rising cases in rural areas, expanding the number of health professionals authorised to vaccinate and test people for measles.来源 1
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Vaccination coverage among US kindergartners has decreased from 95.2 percent during the 2019-2020 school year to 92.4 percent in the 2025-2026 school year. Experts warn that declining vaccination rates in one geographic location can leave people thousands of miles away vulnerable, making measles prevention a shared global responsibility.来源 1
NEW YORK: US stocks tumbled on Thursday (Oct 22) and the Nasdaq posted its steepest daily drop since early June as a batch of high-profile earnings reports ignited fresh fears about the AI spending race.来源 1
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The S&P 500 ended deep in negative territory. But the tech-laden Nasdaq, dragged down by microchips, suffered a steeper loss, falling 2.6 per cent in the wake of a spate of high-profile AI-related earnings results.来源 1
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Meta Platforms' results beat analyst expectations, but its stock slid 7.0 per cent as the Facebook parent posted its first cash outflow in more than a decade due to its AI-related expenditures and announced plans to issue non-voting shares in a two-for-one split to raise capital to spend on the nascent technology.来源 1
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The Philadelphia SE Semiconductor Index .SOX, which has driven much of the current bull market's gains, plunged 6.7 per cent, its biggest daily percentage drop since June 23.来源 1
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The Dow Jones Industrial Average .DJI rose 11.89 points, or 0.02 per cent, to 52,867.98, the S&P 500 .SPX lost 93.74 points, or 1.21 per cent, to 7,663.43 and the Nasdaq Composite .IXIC lost 694.00 points, or 2.60 per cent, to 26,008.86.来源 1
Barclays is cutting 5,000 jobs as part of wider cost-saving plans that its bosses say are being driven by advances in AI.来源 1
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The job cuts will mean losing about 5% of the bank’s 93,000 global staff, with executives confirming they had already cut 1,000 workers since the start of the year.来源 1
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The bank’s chief financial officer, Anna Cross, told reporters on Thursday that the job cuts were part of plans to save more than £1.1bn in 2027. “These actions involve an expected reduction of circa 5,000 full-time employees. Around 60% of the group actions relate to support functions, including fewer developers, as AI makes our people more productive.”来源 1
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It came as the lender reported £2.3bn in pre-tax profits over the July to September quarter, up 12% from £2.1bn during the same period last year.来源 1
More than half the fingerprints on a batch of China's 2,200-year-old terracotta warriors came from women and children, a new study estimates, challenging the view that only adult men made the figures.来源 1
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The model estimates that adult men left 45% of the prints, adult women 32.7% and children under 15 the remaining 22.3%. The age cutoff comes from Qin Dynasty legal texts that defined legal responsibility by age.来源 1
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"These findings challenge the long-held assumption that Terracotta Army production relied exclusively on adult male labor, providing the first quantitative biological evidence for a diverse workforce including women and children," the authors wrote.来源 1
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The authors cautioned that the shares reflect how often prints appear rather than how many people made them. Less practiced workers may have left more prints than skilled artisans, and the reliance on a modern European reference dataset may also overstate the share of women and juveniles.来源 1
The I-CA CEPA marks Indonesia’s first bilateral trade agreement with a partner in North America and Canada’s first bilateral trade agreement with a country in Southeast Asia.来源 1
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The agreement will take effect following the exchange of notifications confirming the completion of ratification procedures by both countries.来源 1
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Canada submitted its notification on October 1, 2026, followed by Indonesia on October 20, 2026. Under the I-CA CEPA, Canada will liberalize 90.55 percent of its tariff lines for Indonesian products.来源 1
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From January to August 2026, bilateral trade between Indonesia and Canada reached US$3.51 billion, up 15.50 percent from US$3.04 billion in the same period a year earlier. During the same period, Indonesia’s exports to Canada totaled US$1.12 billion, while imports from Canada reached US$2.39 billion.来源 1
Oct 22 : Cable production capacity is emerging as a bottleneck for AI-driven data centre construction, Nexans' finance chief said, as demand rises faster than the industry's ability to expand manufacturing capacity.来源 1
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Global cable capacity is tight and building a new cross-linked polyethylene (XLPE) cable production line, known in the industry as a CV line, takes around three years, limiting how quickly suppliers can respond to demand, Nexans CFO Vincent Piquet told Reuters.来源 1
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The strain on power infrastructure is already delaying some projects. In September, Oracle issued a force majeure notice to a Blue Owl unit developing a large data centre in New Mexico, citing potential difficulties securing sufficient power for the site.来源 1
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French distribution network operator Enedis has moved from annual procurement agreements to contracts lasting six or seven years in order to secure cable supply, he said.来源 1