Researchers at the Pacific Institute documented 420 water-related conflicts globally in 2024, a record that far surpasses the 355 incidents logged in 2023 and continues a trend that has seen such violence more than quadruple over the past five years. The Oakland-based water think tank's database tracks disputes where water triggered violence, where water systems were targeted, and where infrastructure became collateral damage in broader conflicts.

The Middle East reported the most incidents at 138, including 66 tied to the Israeli-Palestinian conflict. The Israeli military destroyed more than 30 wells in Rafah and Khan Yunis, and there were numerous reports of settlers destroying pipelines and tanks in the West Bank. The Russia-Ukraine war accounted for 51 incidents, including strikes that disrupted water service in Ukrainian cities.

An analysis of submissions to next year's International Conference on Learning Representations has found that roughly one in five peer reviews were fully generated by AI, a discovery that came after researchers including Carnegie Mellon's Graham Neubig grew suspicious of feedback on their manuscripts that seemed unusually verbose and requested non-standard statistical analyses.

Neubig posted on X offering a reward for anyone who could scan the conference's submissions for AI-generated text, and Max Spero, CEO of detection tool developer Pangram Labs, responded the next day. Pangram screened all 19,490 studies and 75,800 peer reviews submitted to ICLR 2026, finding that 21% of reviews were fully AI-generated and more than half showed signs of AI use. The conference had permitted AI tools for polishing text but prohibited falsified content. Each reviewer was assigned five papers to review in two weeks on average -- a load that senior programme chair Bharath Hariharan described as "much higher than what has been done in the past."

Canada's Prime Minister Mark Carney has signed an agreement with Alberta's premier that will roll back certain climate rules to spur investment in energy production, while encouraging construction of a new oil pipeline to the West Coast. From a report: Under the agreement, which was signed on Thursday, the federal government will scrap a planned emissions cap on the oil and gas sector and drop rules on clean electricity in exchange for a commitment by Canada's top oil-producing province to strengthen industrial carbon pricing and support a carbon capture-and-storage project.

The deal, which was hailed by the country's oil industry but panned by environmentalists, signaled a shift in Canada's energy policy in favour of fossil fuel development and is already creating tensions within Carney's minority government. Steven Guilbeault, who served as environment minister under Carney's predecessor Justin Trudeau, said he was quitting the cabinet over concerns that Canada's climate plan was being dismantled.

The U.S. Patent and Trademark Office has issued new guidelines outlining when inventions created with the help of AI can be patented. From a report: USPTO Director John Squires said on Wednesday in a notice set to be published Friday, that the office considers generative AI systems to be "analogous to laboratory equipment, computer software, research databases, or any other tool that assists in the inventive process."

"They may provide services and generate ideas, but they remain tools used by the human inventor who conceived the claimed invention," the office said. "When one natural person is involved in creating an invention with the assistance of AI, the inquiry is whether that person conceived the invention under the traditional conception standard."

The office reiterated its guidance from last year that AI itself cannot be considered an inventor under U.S. patent law. However, it rejected the approach taken by the PTO during former President Joe Biden's administration for deciding when AI-assisted inventions are patentable, which relied on a standard normally used to determine when multiple people can qualify as joint inventors.

The UK government will levy a pay-per-mile tax on electric and plug-in hybrid vehicles starting April 2028, UK's finance minister Rachel Reeves announced, a measure designed to offset some of the fuel duty revenue that will disappear as drivers shift away from petrol and diesel cars. Electric vehicles will be charged 3 pence per mile and plug-in hybrids 1.5 pence per mile, payable annually alongside car tax. An average driver covering 8,000 miles a year would pay around $320, roughly half what a petrol or diesel driver pays in fuel duty.

The Office for Budget Responsibility expects the tax to generate $1.45 billion in its first year and $2.51 billion by 2030-31, offsetting about a quarter of the revenue losses projected from the EV transition by 2050. The Society of Motor Manufacturers and Traders warned the new charge would "suppress demand" and make sales targets harder to achieve. New Zealand and Iceland have already introduced road pricing for EVs; demand dropped in the former but held steady in the latter.

A bipartisan right-to-repair provision that would let the U.S. military fix its own equipment faces a serious threat from defense industry lobbyists who want to replace it with a pay-per-use model for accessing repair information. A source familiar with negotiations told The Verge that there are significant concerns that the language in the National Defense Authorization Act will be swapped out for a "data-as-a-service" alternative that would require the Department of Defense to pay contractors for access to technical repair data.

The provision, introduced by Sens. Elizabeth Warren (D-MA) and Tim Sheehy (R-MT) in their Warrior Right to Repair Act, passed the Senate in October and has support from Defense Secretary Pete Hegseth, the Army and the Navy. The National Defense Industrial Association published a white paper backing the data-as-a-service model, arguing it would protect contractors' intellectual property. Reps. Mike Rogers (R-AL) and Adam Smith (D-WA), who lead the House Armed Services Committee, outlined similar language in their SPEED Act. Rogers received more than $535,000 from the defense industry in 2024; Smith received over $310,550. The final NDAA is expected early next week.

Researchers at MIT and Oak Ridge National Laboratory have built a simulation that models all 151 million American workers and their skills, then maps those skills against the capabilities of over 13,000 AI tools currently in production to see where the two overlap. The answer, according to their analysis: 11.7% of the US labor market's total wage value, or about $1.2 trillion, sits in tasks that AI systems can technically perform [PDF].

The researchers call this the Iceberg Index, and the name is deliberate. The visible AI disruption happening in tech jobs right now accounts for only 2.2% of labor market wage value. The remaining exposure lurks in cognitive and administrative work across finance, healthcare administration, and professional services, and unlike tech-sector disruption, it's spread across all fifty states rather than concentrated on the coasts.

Delaware and South Dakota show higher Iceberg Index values than California because their economies lean heavily on administrative and financial work. Ohio and Tennessee register modest tech-sector exposure but substantial hidden risk in the white-collar functions that support their manufacturing bases.

To validate the framework, the researchers compared their predictions against Anthropic's Economic Index tracking real-world AI usage from millions of Claude users. The two measures agreed on state categorizations 69% of the time, with particularly strong alignment at the extremes.

The Iceberg Index doesn't predict job losses or adoption timelines. It measures technical capability, the overlap between what AI can do and what occupations require. Traditional economic indicators like GDP and unemployment explain less than five percent of the variation in this skill-based exposure, which is partly why the researchers argue workforce planners need new metrics.

An anonymous reader quotes a report from the BBC: Call-handling agents powered by AI are to be trialled by Staffordshire Police in a bid to cut waiting times for the non-emergency 101 service. The force is set to become the third in the country to take part in the scheme testing the use of artificial "agents" to deal with calls. Under the system, the AI agent would deal with simple queries like requests for information without the need for human involvement, freeing up call handlers and reducing answering times.

Acting Chief Constable Becky Riggs confirmed the force would be looking to launch the AI pilot early in the new year. "It's a piece of technology called Agentforce. It will help with our response to the public, which historically we know we haven't done well." The senior officer said that sometimes people are not calling to report a crime, but want more information, which the technology could help with. However, if the system detects keywords suggesting vulnerability or risk or emergency, then it will be able to divert the call to a human being.

BrianFagioli writes: Newegg's new partnership with PayPal is another sign that mainstream e-commerce is shifting control from users to AI-driven intermediaries. Instead of shoppers visiting Newegg directly, PayPal's agentic commerce system pushes product discovery through AI platforms like Perplexity where recommendations, checkout, and fraud checks all happen inside someone else's controlled environment. Newegg stays the merchant of record, but the real influence shifts to the platforms that decide which products their AI agents mention. That may sound convenient, but it also means discovery becomes guided by training data and commercial integrations rather than user intent.

Slashdot readers will likely notice the other issue. This setup puts PayPal deeper into the shopping pipeline at a time when many users already avoid the company over account freezes and dispute policies. An AI-mediated shopping experience where PayPal becomes the silent gatekeeper by default is not going to sit well with everyone. And with AI agents shaping purchasing decisions based on behavior and context, the concept of intent-driven shopping starts to look a lot like quiet nudging rather than empowerment. Newegg may see this as the future, but the community will probably ask whether users truly want AI systems and PayPal deciding how they shop.

An anonymous reader quotes a report from the Conversation: The line between human and machine authorship is blurring, particularly as it's become increasingly difficult to tell whether something was written by a person or AI. Now, in what may seem like a tipping point, the digital marketing firm Graphite recently published a study showing that more than 50% of articles on the web are being generated by artificial intelligence. [...]

It's important to clarify what's meant by "online content," the phrase used in the Graphite study, which analyzed over 65,000 randomly selected articles of at least 100 words on the web. These can include anything from peer-reviewed research to promotional copy for miracle supplements. A closer reading of the Graphite study shows that the AI-generated articles consist largely of general-interest writing: news updates, how-to guides, lifestyle posts, reviews and product explainers.

The primary economic purpose of this content is to persuade or inform, not to express originality or creativity. Put differently, AI appears to be most useful when the writing in question is low-stakes and formulaic: the weekend-in-Rome listicle, the standard cover letter, the text produced to market a business. A whole industry of writers -- mostly freelance, including many translators -- has relied on precisely this kind of work, producing blog posts, how-to material, search engine optimization text and social media copy. The rapid adoption of large language models has already displaced many of the gigs that once sustained them.

The dramatic loss of this work points toward another issue raised by the Graphite study: the question of authenticity, not only in identifying who or what produced a text, but also in understanding the value that humans attach to creative activity. How can you distinguish a human-written article from a machine-generated one? And does that ability even matter? Over time, that distinction is likely to grow less significant, particularly as more writing emerges from interactions between humans and AI... "If you set aside the more apocalyptic scenarios and assume that AI will continue to advance -- perhaps at a slower pace than in the recent past -- it's quite possible that thoughtful, original, human-generated writing will become even more valuable," writes author Francesco Agnellini, in closing.

"Put another way: The work of writers, journalists and intellectuals will not become superfluous simply because much of the web is no longer written by humans."

OpenAI will need to raise at least $207 billion in new funding by 2030 to sustain operations while continuing to lose money, according to a new analysis from HSBC that models the company's cloud computing commitments against projected revenue. The bank's US software team updated its forecasts after OpenAI announced a $250 billion cloud compute rental deal with Microsoft in late October and a $38 billion deal with Amazon days later, bringing total contracted compute capacity to 36 gigawatts.

HSBC projects cumulative rental costs of $792 billion through 2030. Revenue growth remains strong in the model -- the bank expects OpenAI to reach 3 billion users by decade's end, up from roughly 800 million today -- but costs rise in lockstep, meaning OpenAI will still be subsidizing users well into the next decade. If revenue growth disappoints and investors turn cautious, the company's best option might be walking away from some data center commitments.

Malaysia's Johor, one of Southeast Asia's fastest-growing data center hubs, has announced it will no longer approve applications for Tier 1 and Tier 2 data centers because of their enormous water consumption -- up to 50 million liters daily, or roughly 200 times what higher-tier facilities require.

The Malaysian state has approved 51 data center projects as of November 2025. 17 centers are already operational, 11 are under construction and 23 received approval this year. The announcement follows concerns raised by a local politician who pointed to water supply disruptions in Georgia in the US after a data center began operations and protests in Uruguay over fears that data centers could affect farms.

The UK is seeking to fast-track new atomic development to meet soaring energy demands driven by AI and electrification. According to a new report published by the government's Nuclear Regulatory Taskforce, excessive regulation has made Britain the most expensive place in the world to build nuclear projects. The report is calling for a sweeping overhaul to accelerate reactor construction -- everything from "streamlining regulation" to relaxing environmental and safety constraints. The Register reports: The document outlines 47 recommendations for the government, which come under five general areas: providing clearer leadership and direction for the nuclear sector; simplifying the regulatory approval process for atomic projects; reducing risk aversion; addressing incentives to delay progress; and working with the nuclear sector to speed delivery and boost innovation. Among the recommendations is that a Commission for Nuclear Regulation should be established, becoming a "unified decision maker" across all other regulators, planners, and approval bodies. The report also talks of reforming environmental and planning regimes to speed approvals, echoing the government's earlier decisions to streamline the planning process to make it easier for datacenter projects to get built.

It recommends amending the cost cap for judicial reviews and limiting legal challenges to Nationally Strategic Infrastructure Projects (NSIPs), while indemnifying nuclear developers against any damages they might incur as a result of proceeding with their project while a judicial review is still being decided. Another recommendation that may be cause for concern is that the government should modify the Habitats Regulations to reduce costs. These are rules created to protect the most important and vulnerable natural sites and wildlife species across the UK. The report also states that radiation limits for workers are overly conservative and well below what could be appropriately considered "broadly acceptable," claiming that they are many times less than what the average person in the UK normally receives in a year.

An anonymous reader quotes a report from TechCrunch: Several U.S. banking giants and mortgage lenders are reportedly scrambling to assess how much of their customers' data was stolen during a cyberattack on a New York financial technology company earlier this month. SitusAMC, which provides technology for over a thousand commercial and real estate financiers, confirmed in a statement over the weekend that it had identified a data breach on November 12. The company said that unspecified hackers had stolen corporate data associated with its banking customers' relationship with SitusAMC, as well as "accounting records and legal agreements" during the cyberattack.

The statement added that the scope and nature of the cyberattack "remains under investigation." SitusAMC said that the incident is "now contained," and that its systems are operational. The company said that no encrypting malware was used, suggesting that the hackers were focused on exfiltrating data from the company's systems rather than causing destruction. According to Bloomberg and CNN, citing sources, SitusAMC sent data breach notifications to several financial giants, including JPMorgan Chase, Citigroup, and Morgan Stanley. SitusAMC also counts pension funds and state governments as customers, according to its website.

It's unclear how much data was taken, or how many U.S. banking consumers may be affected by the breach. Companies like SitusAMC may not be widely known outside of the financial world, but provide the mechanisms and technologies for its banking and real estate customers to comply with state and federal rules and regulations. In its role as a middleman for financial clients, the company handles vast amounts of non-public banking information on behalf of its customers. According to SitusAMC's website, the company processes billions of documents related to loans annually.

Up to 3 million low-skilled jobs could disappear in the UK by 2035 because of automation and AI, according to a report by a leading educational research charity. The Guardian: The jobs most at risk are those in occupations such as trades, machine operations and administrative roles, the National Foundation for Educational Research (NFER) said. Highly skilled professionals, on the other hand, were forecast to be more in demand as AI and technological advances increase workloads "at least in the short to medium term."

Overall, the report expects the UK economy to add 2.3 million jobs by 2035, but unevenly distributed. The findings stand in contrast to other recent research suggesting AI will affect highly skilled, technical occupations such as software engineering and management consultancy more than trades and manual work.

Chinese automakers may not be able to sell their electric vehicles in the United States due to steep tariffs and software restrictions, but they have found an alternative path to American eyeballs through a coordinated campaign targeting car influencers on YouTube, TikTok, and Instagram. The effort, the Verge reports, is largely organized by DCar Studio, a platform that invites US-based creators to Los Angeles to test-drive vehicles from brands like BYD, Geely and Xiaomi. DCar is actually Dongchedi, a car trading platform owned by TikTok parent ByteDance that raised $600 million on a $3 billion valuation in 2024. The strategy appears aimed at building global brand awareness rather than direct US sales.

Mark Greeven, professor at IMD Business School, told The Verge that American influencers still shape opinions across the Western world. "The charm offensive is to work with American influencers about Chinese EV cars because we still have a dominant opinion in the Western world, which is formed by English-speaking influential figures on social media," he said. Several creators told The Verge they have heard rumors of undisclosed payments for positive coverage.

The Justice Department has reached an agreement to settle an antitrust lawsuit against RealPage, a real estate software company that the government accused of enabling landlords to collude to raise rents. From a report: Using RealPage software, landlords shared information about their rents and occupancy rates with the company, after which an algorithm suggested what to charge renters. The government's suit, which was joined by several state attorneys general, accused RealPage of taking the confidential information and suggesting rents higher than those in a free market.

Under the settlement proposal, which requires approval by a federal judge overseeing the case in the Middle District of North Carolina, RealPage's software could no longer use information about current leases to train its algorithm. Nonpublic data from competing landlords would also be excluded when suggesting rents. "Competing companies must make independent pricing decisions, and with the rise of algorithmic and artificial intelligence tools, we will remain at the forefront of vigorous antitrust enforcement," said Gail Slater, who leads the antitrust division at the Department of Justice, in a news release.

schwit1 writes: Indonesia's capital, Jakarta, tops a ranking that is increasingly dominated by Asia: the world's most populated city. It edged out Bangladesh's capital, Dhaka, and Japan's Tokyo to earn the title in a new United Nations report. [PDF]

With an estimated population of nearly 42 million residents, Jakarta soared from 33rd place in the previous rankings, in 2018, that were topped by Tokyo. It's followed by Dhaka, with 36 million, which the report says is "expected to become the world's largest city by mid-century."

The EPA has approved new pesticides that qualify as PFAS "forever chemicals" (paywalled; alternative source), sparking criticism from scientists and environmental groups who warn these decisions could increase Americans' exposure through food and water at a time when many states are moving to restrict such substances. The Washington Post reports: This month, the agency approved two new pesticides that meet the internationally recognized definition for per- and polyfluoroalkyl substances, also known as PFAS or fluorinated substances, and has announced plans for four additional approvals. The authorized pesticides, cyclobutrifluram and isocycloseram, which was approved Thursday, will be used on vegetables such as romaine lettuce, broccoli and potatoes. The agency also announced plans to relax a rule requiring companies to report all products containing PFAS and has proposed weakening drinking water standards for the chemicals. "Many fluorinated compounds registered or proposed for U.S. pesticidal use in recent years offer unique benefits for farmers, users, and the public," EPA spokeswoman Brigit Hirsch said in a statement.

"It is important to differentiate between the highly toxic PFAS such as PFOA and PFOS for which the EPA has set drinking water standards, versus less toxic PFAS in pesticides that help maintain food security," notes Doug Van Hoewyk, a toxicologist at Maine's Department of Agriculture, Conservation and Forestry. He added that concerns about food residue depend on the PFAS and the quantity.

Nathan Donley, a senior scientist at the Center for Biological Diversity, also commented: "The data we have about the use of PFAS pesticides is already seven years old, and since there have been many new approvals during that time, those numbers are sure to underestimate the amount were using today."

Scientists report that the Antarctic ozone hole in 2025 is the fifth-smallest since 1992, thanks largely to decades of global restrictions on ozone-depleting chemicals under the Montreal Protocol. ABC News reports: The ozone hole reached its greatest one-day extent for 2025 in early September, measuring 8.83 million square miles, about 30% smaller than the largest hole on record in 2006. NOAA and NASA scientists emphasize that recent findings show efforts to limit ozone-depleting chemical compounds can have a significant impact. The regulations are established by the Montreal Protocol, which went into effect in 1992. Subsequent amendments are driving the gradual recovery of the ozone layer, which remains on track to fully recover later this century as countries worldwide replace harmful substances with safer alternatives.

For decades, chlorofluorocarbons (CFCs) and other ozone-depleting compounds were widely used in aerosol sprays, foams, air conditioners and refrigerators, causing significant reductions in ozone levels. Natural factors, such as temperature and atmospheric circulation, also influence ozone concentrations and are likely to have contributed to a smaller ozone hole this year, according to researchers. "This year's hole would have been more than one million square miles larger if there was still as much chlorine in the stratosphere as there was 25 years ago," said Paul Newman, a senior scientist at the University of Maryland system and longtime leader of NASA's ozone research team.