"The internet is being increasingly polluted by AI generated text, images and video," argues the site for a new browser extension called Slop Evader. It promises to use Google's search API "to only return content published before Nov 30th, 2022" — the day ChatGPT launched — "so you can be sure that it was written or produced by the human hand."

404 Media calls it "a scorched earth approach that virtually guarantees your searches will be slop-free." Slop Evader was created by artist and researcher Tega Brain, who says she was motivated by the growing dismay over the tech industry's unrelenting, aggressive rollout of so-called "generative AI" — despite widespread criticism and the wider public's distaste for it. "This sowing of mistrust in our relationship with media is a huge thing, a huge effect of this synthetic media moment we're in," Brain told 404 Media, describing how tools like Sora 2 have short-circuited our ability to determine reality within a sea of artificial online junk. "I've been thinking about ways to refuse it, and the simplest, dumbest way to do that is to only search before 2022...."

Currently, Slop Evader can be used to search pre-GPT archives of seven different sites where slop has become commonplace, including YouTube, Reddit, Stack Exchange, and the parenting site MumsNet. The obvious downside to this, from a user perspective, is that you won't be able to find anything time-sensitive or current — including this very website, which did not exist in 2022. The experience is simultaneously refreshing and harrowing, allowing you to browse freely without having to constantly question reality, but always knowing that this freedom will be forever locked in time — nostalgia for a human-centric world wide web that no longer exists.

Of course, the tool's limitations are part of its provocation. Brain says she has plans to add support for more sites, and release a new version that uses DuckDuckGo's search indexing instead of Google's. But the real goal, she says, is prompting people to question how they can collectively refuse the dystopian, inhuman version of the internet that Silicon Valley's AI-pushers have forced on us... With enough cultural pushback, Brain suggests, we could start to see alternative search engines like DuckDuckGo adding options to filter out search results suspected of having synthetic content (DuckDuckGo added the ability to filter out AI images in search earlier this year)... But no matter what form AI slop-refusal takes, it will need to be a group effort.

The Free Software Foundation describes how "After months of preparation and excitement, we finally came together on November 21 for a global online hackathon to support free software projects and "put a spotlight on the difficult and often thankless work that free software hackers carry out..."

Based on how many of you dropped in over the weekend and were incredibly engaged in the important work that is improving free software, either as a spectator or as a participant, this goal was accomplished. And it's all thanks to you!

Friday started a little rocky with a datacenter outage affecting most FSF services. Participants spread out to work on six different free software projects over forty-eight hours as our tech team worked to restore all FSF sites with the help and support of the community. Over three hundred folks were tuned in at a time, some to participate in the hackathon and others to follow the progress being made. As a community, we got a lot done over the weekend...

It was amazing to see so many of you take a little (or a lot of!) time out of your busy schedules to improve free software, and we're incredibly grateful for each and every one of you. It really energizes us and shows us how much we can accomplish when we work together over even just a couple days. Not only was this a fantastic sight to see because of the work we got done, but it was also a very fitting way to conclude our fortieth anniversary celebration events. Free software has been and always will be a community effort, one that continues to get better and better because of the dedicated developers, contributors, and users who ensure its existence. Thank you for celebrating forty years of the FSF and fighting for a freer future for us all.

Almost two-thirds of registered U.S. voters "say that a four-year college degree isn't worth the cost," according to a new NBC News poll: Just 33% agree a four-year college degree is "worth the cost because people have a better chance to get a good job and earn more money over their lifetime," while 63% agree more with the concept that it's "not worth the cost because people often graduate without specific job skills and with a large amount of debt to pay off." In 2017, U.S. adults surveyed were virtually split on the question — 49% said a degree was worth the cost and 47% said it wasn't. When CNBC asked the same question in 2013 as part of its All American Economic Survey, 53% said a degree was worth it and 40% said it was not. The eye-popping shift over the last 12 years comes against the backdrop of several major trends shaping the job market and the education world, from exploding college tuition prices to rapid changes in the modern economy — which seems once again poised for radical transformation alongside advances in AI...

Remarkably, less than half of voters with college degrees see those degrees as worth the cost: 46% now, down from 63% in 2013... The upshot is that interest in technical, vocational and two-year degree programs has soared.
"The 20-point decline over the last 12 years among those who say a degree is worth it — from 53% in 2013 to 33% now — is reflected across virtually every demographic group."

The investigation into the June 12 Air India crash that killed 260 people has been marked by tension, suspicion and poor communication between American and Indian officials, including an episode where NTSB chairwoman Jennifer Homendy instructed her black-box specialists not to board a late-night Indian military flight to a remote facility, WSJ reports.

When two American recorder experts landed in New Delhi in late June, they received urgent messages from colleagues telling them not to go with the Indians; Homendy had grown concerned about sending U.S. personnel and equipment to an aerospace lab in the remote town of Korwa amid State Department security warnings about terrorism in the region. She made calls to Transportation Secretary Sean Duffy and the CEOs of Boeing and GE Aerospace, and the State Department sent embassy officials to intercept the NTSB specialists at the airport.

Homendy eventually delivered an ultimatum: if Indian authorities didn't choose between their Delhi facility and the NTSB's Washington lab within 48 hours, she would withdraw American support from the probe. Indian officials relented. The downloaded data showed someone in the cockpit moved switches that cut off the engines' fuel supply, and India's preliminary report stated one pilot asked the other why he moved the switches while that pilot denied doing so. American government and industry officials now privately believe the captain likely moved the switches deliberately.

Black fungus found growing inside Chernobyl's destroyed reactor may be feeding on radiation, and researchers have tested samples of the same species aboard the International Space Station to explore whether it could eventually shield astronauts from cosmic rays. Ukrainian scientist Nelli Zhdanova first discovered the melanin-rich mould colonizing the walls and ceilings of the exploded reactor building during a May 1997 survey. Her research indicated that the fungal hyphae were actually growing toward sources of ionizing radiation rather than merely tolerating it.

In 2007, nuclear scientist Ekaterina Dadachova at the Albert Einstein College of Medicine found that melanised fungi grew 10% faster when exposed to radioactive caesium compared to control samples, leading her to propose "radiosynthesis" -- a process where organisms convert radiation into metabolic energy. The same strain, Cladosporium sphaerospermum, traveled to the ISS in December 2018 and grew an average of 1.21 times faster over 26 days compared to Earth-based controls. Nils Averesch, a biochemist at the University of Florida and co-author of that study, remains cautious about attributing the growth boost to radiation harvesting since zero gravity could also be responsible.

Europe's Airbus said on Friday it was ordering immediate repairs to 6,000 of its widely used A320 family of jets in a sweeping recall affecting more than half the global fleet, threatening upheaval during the busiest travel weekend of the year in the United States and disruption worldwide. From a report: The setback appears to be among the largest recalls affecting Airbus in its 55-year history and comes weeks after the A320 overtook the Boeing 737 as the most-delivered model. At the time Airbus issued its bulletin to the plane's more than 350 operators, some 3,000 A320-family jets were in the air.

The fix mainly involves reverting to earlier software and is relatively simple, but must be carried out before the planes can fly again, other than repositioning to repair centres, according to the bulletin to airlines seen by Reuters. Airlines from the United States to South America, Europe, India and New Zealand warned the repairs could potentially cause flight delays or cancellations.

A new study published in Communications Earth & Environment has reconstructed the climate conditions of the ancient Indus River Valley civilization between 3000 and 1000 B.C., finding that four intense droughts -- each lasting more than 85 years -- likely drove the gradual decline of one of the world's earliest advanced societies.

The research team, led by Hiren Solanki at the Indian Institute of Technology, Gandhinagar, combined paleoclimate data from cave formations and lake records with computer models to determine that the region shifted from wetter-than-present monsoon conditions to prolonged dry spells as the tropical Pacific Ocean warmed. The third drought, peaking around 1733 B.C., proved the most severe: it lasted 164 years, reduced annual rainfall by 13%, and affected nearly the entire region.

Overall temperatures rose by 0.5 degrees Celsius and rainfall dropped between 10 and 20%. These changes shrank lakes and rivers, dried soils, and made agriculture increasingly difficult in areas away from major waterways. Harappan settlements progressively relocated eastward toward the Indus River over roughly 2,000 years. The civilization's long survival under repeated climate stress -- through crop switching, trade diversification, and settlement relocation -- offers lessons for modern communities facing environmental pressures, the researchers said.

Australia warned it's in danger of missing its 2035 climate targets without deeper pollution cuts, which in turn threatens the nation's ambitions to reach net zero by mid-century. From a report: Emissions are set to fall 48% by 2035 from 2005 levels based on current projections [non-paywalled source], the government said in a report on Thursday. That's short of an official pledge to cut greenhouse gases between 62% and 70%. The forecast doesn't take into account new action planned under the nation's Net Zero Plan. Still, the targets remain achievable and officials plan to take additional measures to meet them, Minister for Climate Change and Energy Chris Bowen said in a speech to parliament.

Singapore has claimed the top spot in the 2025 Global Talent Competitiveness Index for the first time, displacing Switzerland from a position the European nation had held since the ranking's inception in 2013. The index, produced by business school INSEAD and the Portulans Institute, measured 135 economies across 77 indicators spanning soft skills, AI talent concentration, and formal education systems. The city-state ranked first globally in formal education and what the report calls "Generalist Adaptive Skills," a category covering soft skills, digital literacy, and innovation-oriented thinking.

A key factor in Singapore's rise was a seven-place jump in talent retention, moving from 38th to 31st. The United States fell from third place in 2023 to ninth this year, its weakest showing in 12 years, due to declines in openness and lifelong learning metrics. High-income European countries continue to dominate the top ten, holding seven positions.

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.