Researchers from Nanjing University and the University of Sydney developed an AI-powered bug-hunting agent that mimics human vulnerability discovery, validating flaws with proof-of-concept exploits. The Register reports: Ziyue Wang (Nanjing) and Liyi Zhou (Sydney) have expanded upon prior work dubbed A1, an AI agent that can develop exploits for cryptocurrency smart contracts, with A2, an AI agent capable of vulnerability discovery and validation in Android apps. They describe A2 in a preprint paper titled "Agentic Discovery and Validation of Android App Vulnerabilities."

The authors claim that the A2 system achieves 78.3 percent coverage on the Ghera benchmark, surpassing static analyzers like APKHunt (30.0 percent). And they say that, when they used A2 on 169 production APKs, they found "104 true-positive zero-day vulnerabilities," 57 of which were self-validated via automatically generated proof-of-concept (PoC) exploits. One of these included a medium-severity flaw in an Android app with over 10 million installs.

An anonymous reader quotes a report from Deadline: Anthropic has agreed to pay at least $1.5 billion into a class action fund as part of a settlement of litigation brought by a group of book authors. The sum, disclosed in a court filing on Friday, "will be the largest publicly reported copyright recovery in history, larger than any other copyright class action settlement or any individual copyright case litigated to final judgment," the attorneys for the authors wrote.

The settlement also includes a provision that releases Anthropic only for its conduct up the August 25, meaning that new claims could be filed over future conduct, according to the filing. Anthropic also has agreed to destroy the datasets used in its models. The settlement figure amounts to about $3,000 per class work, according to the filing. You can read the terms of Anthropic's copyright settlement here (PDF). A hearing in the case is scheduled for Sept. 8.

A first-of-its-kind global research expedition has extracted freshwater samples from beneath the Atlantic Ocean floor off Cape Cod, documenting a massive aquifer stretching from New Jersey to Maine. The three-month Expedition 501, funded at $25 million by the National Science Foundation and European Consortium for Ocean Research Drilling, drilled up to 1,289 feet into the seabed at sites 20-30 miles offshore.

Samples registered salinity as low as 1 part per thousand -- meeting U.S. freshwater standards -- with some readings even lower. Scientists collected nearly 50,000 liters for laboratory analysis to determine whether the water originates from ancient glacial melt or current terrestrial groundwater systems. The UN projects global freshwater demand will exceed supply by 40% within five years.

Microsoft is giving away Microsoft 365 Personal subscriptions to all US college students. From a report: This subscription gives students free access to Microsoft's Office apps and the Copilot AI assistant integration for a year, after which the students are eligible for a 50 percent discount to continue the subscription.

While most students have access to education versions of Microsoft 365 or Google Workspace, Microsoft's offer is for student's own personal Microsoft accounts, and is available to claim until October 31st. Microsoft 365 Personal is usually $99.99 a year, or $9.99 a month, and includes 1TB of OneDrive cloud storage.

An anonymous reader shares a report: Can AI help "smooth over" discussion on abortion, racism, immigration, or Israel-Palestine? Columbia University sure hopes so. The Verge has learned that the university recently began testing Sway, an AI debate program currently in beta. Developed by two researchers at Carnegie Mellon University, Sway matches up students with opposing views to chat one-on-one about hot-button issues and "facilitates better discussions between them," according to the tool's website. Nicholas DiBella, a postdoctoral scholar at CMU who helped develop Sway, told The Verge that about 3,000 students from more than 30 colleges and universities have used the tool.

One of those may soon be Columbia. News of the potential partnership comes after more than two years of escalating tensions at Columbia between students, administrators, and the federal government. The university has spent years at the center of controversy after controversy: expulsions of pro-Palestinian student protesters, a string of police raids, and demands from the federal government.

People at Columbia's Teachers College are testing Sway in order to potentially integrate it into the conflict resolution curriculum and "bridge-building initiatives at Columbia," DiBella said. He said there's also been interest from other teams at Columbia in using Sway for the fall 2026 semester and onward. Simon Cullen, an assistant professor at CMU and the other developer behind Sway, told The Verge that the company is also in touch with Columbia University Life.

Anthropic is blocking its services from Chinese-controlled companies, saying it's taking steps to prevent a US adversary from advancing in AI and threatening American national security. From a report: The San Francisco-based startup is widening existing restrictions on "authoritarian" regimes to cover any company that's majority-owned by entities from countries such as China. That includes their overseas operations, it said in a statement. Foreign-based subsidiaries could be used to access its technology and further military applications, the startup added.

Anthropic's Dario Amodei has publicly advocated technological sanctions on China, particularly after DeepSeek stunned Silicon Valley with an advanced model this year. While Anthropic didn't name any companies, Chinese big tech firms from Alibaba to ByteDance have joined DeepSeek in an intensifying race to build AI services that can rival the likes of OpenAI in the US. Chinese entities "could use our capabilities to develop applications and services that ultimately serve adversarial military and intelligence services and broader authoritarian objectives," Anthropic said in its Friday post.

Nobel laureate Geoffrey Hinton has warned that AI will concentrate wealth among a small elite while impoverishing most workers. The computer scientist, who pioneered neural network research in the 1980s, told Financial Times that rich people will use AI to replace workers, creating massive unemployment and profit increases.

Hinton, who left Google in 2023 after selling his AI startup for $44 million a decade earlier, dismissed universal basic income as insufficient to address human dignity concerns from job losses. The 77-year-old physicist predicts superintelligent AI will arrive within five to twenty years. He blamed capitalism rather than AI technology itself for the coming economic disruption, stating the system ensures AI will primarily benefit the wealthy rather than solve grand problems like hunger or poverty.

Panasonic's market value has remained flat at approximately $25 billion over the past decade while rivals Hitachi, Sony and NEC have increased their valuations sixfold during the same period. The Osaka-based conglomerate announced a restructuring plan in May 2025 to eliminate 10,000 positions and streamline operations across its six operating companies and hundreds of product lines. The company generates $57 billion in annual revenue and maintains dominant positions in several markets. Financial Times reports: Within Panasonic's six operating companies and hundreds of product lines are industrial technology gems. The company supplies 70 per cent of the world's in-flight entertainment systems, its facial recognition technology is being used to measure brain health, and its EV battery plants are among the world's most efficient, according to auto industry insiders. Panasonic chief said in January that AI-driven hardware and software solutions would constitute 30% of revenues by 2035, compared to approximately 10% currently. But Goldman Sachs analyst Ryo Harada wrote recently that investors are seeking a growth strategy beyond the announced reforms.

Uber's Indian arm has started using its app to offer rideshare and delivery drivers the chance to make money by classifying data used by AI systems. From a report: Megha Yethadka, global head of Uber AI Solutions, revealed the new gigs in a Thursday LinkedIn post in which she said drivers sometimes have downtime during the day or might want to make some extra cash after hours. Yethadka said the work can involve reviewing photos, counting objects, classifying text, recording audio, or digitizing receipts.

She said the gigs are "Powering our enterprise customers worldwide for their gen AI models or consumer applications." "Until now, these tasks were completed by independent contractors outside the app," Yethadka wrote. "The early results are very promising, and we're eager to scale this further." In an accompanying video, she mentioned "worldwide" expansion for the offering. Prabhjeet Singh, Uber's president for India and South Asia, said the gigs are available in 12 cities and that "tens of thousands of drivers" are already performing what Uber calls "digital tasks."

Warner Bros. Discovery has filed a major copyright lawsuit against Midjourney, accusing the AI image generator of exploiting its movies and TV shows to train models and generate near-identical reproductions of iconic characters like Batman, Bugs Bunny, and Rick and Morty. From The Hollywood Reporter: The company "brazenly dispenses Warner Bros. Discovery's intellectual property" by letting subscribers produce images and videos of iconic copyrighted characters, alleges the complaint, filed on Thursday in California federal court. "The heart of what we do is develop stories and characters to entertain our audiences, bringing to life the vision and passion of our creative partners," said a Warner Bros. Discovery spokesperson in a statement. "Midjourney is blatantly and purposefully infringing copyrighted works, and we filed this suit to protect our content, our partners, and our investments."

For years, AI companies have been training their technology on data scraped across the internet without compensating creators. It's led to lawsuits from authors, record labels, news organizations, artists and studios, which contend that some AI tools erode demand for their content. Warner Bros. Discovery joins Disney and Universal, which earlier this year teamed up to sue Midjourney. By their thinking, the AI company is a free-rider plagiarizing their movies and TV shows. In the lawsuit, Warner Bros. Discovery points to Midjourney generating images of iconic copyrighted characters. At the forefront are heroes who're at the center of DC Studios' movies and TV shows, like Superman, Wonder Woman and The Joker; others are Looney Tunes, Tom and Jerry and Scooby-Doo characters who've become ubiquitous household names; more are Cartoon Network characters, including those from Rick and Morty, who've emerged as something of cultural touchstones in recent years. [...]

The lawsuit argues Midjourney's ability to return copyrighted characters is a "clear draw for subscribers," diverting consumers away from purchasing Warner Bros. Discovery-approved posters, wall art and prints, among other products that must now compete against the service. [...] Warner Bros. Discovery seeks Midjourney's profits attributable to the alleged infringement or, alternatively, $150,000 per infringed work, which could leave the AI company on the hook for massive damages. The thrust of the studios' lawsuits will likely be decided by one question: Are AI companies covered by fair use, the legal doctrine in intellectual property law that allows creators to build upon copyrighted works without a license? The lawsuit can be found here.

Philips Hue is rolling out MotionAware, a new feature that turns its smart bulbs into motion sensors using radio-frequency (RF) Zigbee signals. The upgrade works with most Hue bulbs made since 2014, but requires the new $99 Bridge Pro hub to enable. The Verge reports: To create a MotionAware motion-sensing zone, you need Hue's new Bridge Pro and at least three Hue devices in a room. It works with all new and most existing mains-powered Hue products via a firmware update. That includes smart bulbs, light strips, and fixtures. Portable devices, such as the Hue Go or Table Lamp, and battery-powered accessories, such as Hue switches, aren't compatible. Neither is Hue's current smart plug. [...] "All of the functionality you get with our physical motion sensors -- including turning on when motion is detected or off when there's been no movement for a certain amount of time -- can be configured on motion-aware motion events," says George Yianni, Hue CTO and founder, in an interview with The Verge. "We've done something that's quite a lot better than what else is out there."

MotionAware is occupancy sensing, not presence sensing; it requires movement. Yianni says it's comparable to the passive infrared sensing (PIR) Hue's physical sensors use. This means it can be triggered by pets or other motion. A sensitivity slider in the app helps fine-tune detection. According to Yianni, a key benefit over PIR is that a MotionAware zone can cover a larger area than a single PIR sensor, and it's also not limited to line of sight. MotionAware can't sense light levels, which Hue Motion Sensors can, but you can pair a light sensor to a motion zone to feed it that data. The positioning of the lights will also play a role in determining the effectiveness of the motion sensing. "We recommend that the lights surround an area which will roughly define the detection area in which motion will be detected," says Yianni. "It will sense around the lights and in the broader room thanks to reflections, but detection reliability will depend on lots of factors."

Beyond lighting automation, MotionAware can also integrate with Hue Secure, Hue's DIY security platform that includes cameras, contact sensors, and a new video doorbell. Motion detection can trigger lights to flash red, activate Hue's new plug-in chime/siren, and send an alert to your phone with a button to call emergency services. [...] MotionAware is built on RF sensing -- a technology that uses wireless signals to "see" a space and detect disruptions within it. The data is then sent to the Bridge Pro, where AI algorithms are applied to figure out what is causing those disruptions, so the system can act accordingly. This is why it's limited to the Bridge Pro, the V2 bridge isn't powerful enough to run those algorithms, says Yianni.

OpenAI plans to launch a new AI-powered jobs platform next year to help match employers with candidates who have AI skills in a bid to accelerate the technology's deployment across businesses and government agencies. From a report: The ChatGPT maker will also introduce a new certification program in the coming months that will teach workers how to better use AI on the job. OpenAI is working with multiple organizations on the program, including Walmart, the largest private employer in the US. OpenAI said it plans to certify 10 million Americans by 2030. [...] For the jobs platform, OpenAI plans to use AI to help match local governments and companies of all sizes with potential candidates.

An anonymous reader shares a report: Adobe is bringing its video editor Premiere to iPhone, promising "pro-level" editing on the go for free. The app will launch later this month, with an Android version also under development.

The Premiere app features a familiar multi-track timeline, with support for an unlimited number of video, audio, and text layers. There's automatic captioning, 4K HDR support, and one-tap exporting to TikTok, YouTube Shorts, and Instagram -- including automatic resizing that frames content for each platform.

The iOS version of Premiere will be free to download and use, though Adobe says there will be charges for additional cloud storage and generative AI credits. Speaking of, it includes support for Adobe's generative sound effects and AI-powered speech enhancement, plus a wider range of AI assets generated through Adobe Firefly. If you'd rather not use AI content, there's a selection of Adobe fonts, along with images, sounds, music, and video assets that are free to use.

Rising adoption of AI technology by firms in the Federal Reserve's New York district has not been much of a job-killer so far, the regional Fed bank said in a blog on Thursday. Reuters: "Businesses reported a notable increase in AI use over the past year, yet very few firms reported AI-induced layoffs," New York Fed economists wrote in the blog. "Indeed, for those already employed, our results indicate AI is more likely to result in retraining than job loss, similar to our findings from last year," and so far the technology does not point to "significant reductions in employment."

There has been broad concern that AI could create major headwinds for hiring in the coming years, with the technology hitting highly-paid professional and managerial jobs the hardest. Investors are plowing cash into AI investments at a time when employment has already begun to show some softness, although job market changes related to AI will almost certainly play out over a long time horizon. The New York Fed blog noted that the modest impact on jobs so far may not hold in the future. "Looking ahead, firms anticipate more significant layoffs and scaled-back hiring as they continue to integrate AI into their operations," New York Fed researchers wrote.

AI will disrupt the labor market within five to ten years and force Americans to rely on investment returns rather than wages for income, according to Vlad Tenev, chief executive of stock trading firm Robinhood. Tenev told Fortune that "if you can't rely on labor to generate money to make a living, capital becomes more important."

The brokerage chief said private companies and government must make investing easier from an early age. He cited the proposed Invest America Act, included in congressional reconciliation legislation, which would provide every newborn with $1,000 in an investment account. Tenev said the policy represents preparation for an economy where "humans comprise less than 1% of the total intelligence" as AI systems advance beyond current capabilities.

Atlassian said it has agreed to acquire The Browser Co., a startup that offers a web browser with AI features, for $610 million in cash. CNBC: The companies aim to close the deal in Atlassian's fiscal second quarter, which ends in December. Established in 2019, The Browser Co. has gone up against some of the world's largest companies, including Google, with Chrome, and Apple, which includes Safari on its computers running MacOS. The startup debuted Arc, a customizable browser with a built-in whiteboard and the ability to share groups of tabs, in 2022.

The Dia browser, a simpler option that allows people to chat with an AI assistant about multiple browser tabs at once, became available in beta in June. Atlassian co-founder and CEO Mike Cannon-Brookes said he sees shortcomings in the most popular browsers for those who do much of their work on computers. Further reading: Atlassian Buying The Browser Company Feels Like a Waste of Money.

Investment research firm Bernstein warned Thursday that India faces a "strategic tech crisis" as US technology giants deploy predatory pricing strategies to lock up the Indian AI market. Perplexity Pro launched free for one year to Airtel's 350 million subscribers while OpenAI introduced a $5 monthly India subscription compared to $20 in the United States.

Bernstein analysts described regulatory "double standards" where foreign tech companies receive favorable treatment while domestic companies face what the firm called "crushing rules and government-led 'tech stacks' that make private business unviable." Private AI investment in India totaled $11.29 billion between 2013 and 2024 compared to $471 billion in the United States and $119 billion in China. From the report: When OpenAI, which is reportedly looking to set up a data center in India, announced the plans to launch a new office, it was met with another round of excitement -- "as if Open AI will hire all Indians at hefty salaries," the firm wrote in a note to clients Thursday. Bernstein analysts pour cold water on this excitement, dismissing it as a "repeat of the 90s" and arguing that the hype misses the fundamental power imbalance.

"Anyone, we repeat anyone, can build a data center... This is the start of the dominance of US tech in Indian AI environment ensuring Indian entrepreneurs do not get a fighting chance to stay relevant. They will run on the sidelines - piggybacking on the US foundation models or maybe even the Chinese," they wrote.

An anonymous reader quotes a report from Ars Technica: On Tuesday, Tencent released HunyuanWorld-Voyager, a new open-weights AI model that generates 3D-consistent video sequences from a single image, allowing users to pilot a camera path to "explore" virtual scenes. The model simultaneously generates RGB video and depth information to enable direct 3D reconstruction without the need for traditional modeling techniques. However, it won't be replacing video games anytime soon.

The results aren't true 3D models, but they achieve a similar effect: The AI tool generates 2D video frames that maintain spatial consistency as if a camera were moving through a real 3D space. Each generation produces just 49 frames -- roughly two seconds of video -- though multiple clips can be chained together for sequences lasting "several minutes," according to Tencent. Objects stay in the same relative positions when the camera moves around them, and the perspective changes correctly as you would expect in a real 3D environment. While the output is video with depth maps rather than true 3D models, this information can be converted into 3D point clouds for reconstruction purposes. There are some caveats with the tool. It doesn't generate true 3D models (only 2D frames with depth maps) and each run produces just two seconds of footage, with errors compounding during longer or complex camera motions like full 360-degree rotations. Furthermore, because it relies heavily on training data patterns, its ability to generalize is limited and it demands enormous GPU power (60-80GB of memory) to run effectively. On top of that, licensing restricts use in the EU, UK, and South Korea, with large-scale deployments requiring special agreements.

Tencent published the model weights on Hugging Face.

Switzerland has launched Apertus, a fully open-source, multilingual LLM trained on 15 trillion tokens and over 1,000 languages. "What distinguishes Apertus from many other generative AI systems is its commitment to complete openness," reports CyberInsider. From the report: Unlike popular proprietary models, where users can only interact via APIs or hosted interfaces, Apertus provides open access to its model weights, training datasets, documentation, and even intermediate checkpoints. The source code and all training materials are released under a permissive open-source license that allows commercial use. Since the full training process is documented and reproducible, researchers and watchdogs can audit the data sources, verify compliance with data protection laws, and inspect how the model was trained. Apertus' development explicitly adhered to Swiss data protection and copyright laws, and incorporated retroactive opt-out mechanisms to respect data source preferences.

From a privacy perspective, Apertus represents a compelling shift in the AI landscape. The model only uses publicly available data, filtered to exclude personal information and to honor opt-out signals from content sources. This not only aligns with emerging regulatory frameworks like the EU AI Act, but also provides a tangible example of how AI can be both powerful and privacy-respecting. According to ETH Zurich's Imanol Schlag, technical lead of the project at ETH Zurich, Apertus is "built for the public good" and is a demonstration of how AI can be deployed as a public digital infrastructure, much like utilities or transportation. The model is available via Swisscom's Sovereign Swiss AI Platform. It's also available through Hugging Face and the Public AI Inference Utility.

Google's September Pixel drop brings the new Material 3 Expressive UI, AI-powered Gboard writing tools, and Bluetooth Auracast upgrades to older Pixel devices, including the Pixel 6 and Pixel Tablet. "Among other tweaks, Google made it possible to add 'Live Effects,' including a few that cover the weather, to your phone's lock screen wallpaper," notes Engadget. "Material 3 Expressive also gives you more control over how the contact cards your phone displays when your friends and family call you look. Even if you're not one to endlessly tweak Android's appearance, as part of the redesign Google has once again reworked the Quick Settings pane in hopes of making it easier to use."

On the audio front, Pixel Buds Pro 2 gain intuitive nod-and-shake gesture controls, Adaptive Audio for balanced awareness, and Loud Noise Protection to guard against sudden sound spikes. Voice clarity has also been improved with Gemini Live in noisy environments.

A full breakdown of what's new can be found here.