Waymo is rolling out robotaxi rides that use freeways across Los Angeles, San Francisco, and Phoenix for the first time -- "a critical expansion for the company that it says will reduce ride times by up to 50%," reports TechCrunch. From the report: That stat could help attract a whole new group of users who need to travel between the many towns and suburbs within the greater San Francisco Bay Area or quicken commutes across the sprawling Los Angeles and Phoenix metro areas. Using freeways is also essential for Waymo to offer rides to and from the San Francisco Airport, a location the company is currently testing in.

The service won't be offered to all Waymo riders at first, the company said. Waymo riders who want to experience freeway rides can note their preference in the Waymo app. Once the rider hails a ride, they may be matched with a freeway trip, according to the company.

The company's robotaxi routes will now stretch to San Jose, an expansion that will create a unified 260-mile service area across the Peninsula, according to Waymo. The company said it will also begin curbside drop off and pick up service at the San Jose Mineta International Airport. It already offers curbside service to the Sky Harbor Phoenix International Airport.

The Rust Foundation has a responsibility to "shed light on the impact of supporting the often unseen work" that keeps the Rust Project running. So this week they announced a new initiative "to provide consistent, transparent, and long term support for the developers who make the Rust programming language possible."

It's the Rust Foundation Maintainers Fund, "an initiative we'll shape in close collaboration with the Rust Project Leadership Council and Project Directors to ensure funding decisions are made openly and with accountability." In the months ahead, we'll define the fund's structure, secure contributions, and work with the Rust Project and community to bring it to life. This work will build on lessons from earlier iterations of our grants and fellowships to create a lasting framework for supporting Rust's maintainers... Over the past several months, through ongoing board discussions and input from the Leadership Council, this initiative has taken shape as a way to help maintainers continue their vital development and review work, and plan for the future...

This initiative reflects our commitment to Rust being shaped by its people, guided by open collaboration, and backed by a global network of contributors and partners. The Rust Foundation Maintainers Fund will operate within the governance framework shared between the Rust Project and the Rust Foundation, ensuring alignment and oversight at every level... The Rust Foundation's approach to this initiative will be guided by our structure: as a 501( C)(6) nonprofit, we operate under a mandate for transparency and accountability to the Rust Project, language community, and our members. That means we must develop this fund in coordination with the Rust Project's priorities, ensuring shared governance and long-term viability...

Our goal is simple: to help the people building Rust continue their essential work with the support they deserve. That means creating the conditions for long term maintainer roles and ensuring continuity for those whose efforts keep the language stable and evolving. Through the Rust Foundation Maintainers Fund, we aim to address these needs directly.
"The more companies using Rust can contribute to the Rust Foundation Maintainers Fund, the more we can keep the language and tooling evolving for the benefit of everyone," says Rust Foundation project director Carol Nichols.

"AI isn't just a tool anymore; it's an integral part of the development experience," argues GitHub's blog. So "Agents shouldn't be bolted on. They should work the way you already work..."

So this week GitHub announced "Agent HQ," which CNBC describes as a "mission control" interface "that will allow software developers to manage coding agents from multiple vendors on a single platform." Developers have a range of new capabilities at their fingertips because of these agents, but it can require a lot of effort to keep track of them all individually, said GitHub COO Kyle Daigle. Developers will now be able to manage agents from GitHub, OpenAI, Google, Anthropic, xAI and Cognition in one place with Agent HQ. "We want to bring a little bit of order to the chaos of innovation," Daigle told CNBC in an interview. "With so many different agents, there's so many different ways of kicking off these asynchronous tasks, and so our big opportunity here is to bring this all together." Agent HQ users will be able to access a command center where they can assign, steer and monitor the work of multiple agents...

The third-party agents will begin rolling out to GitHub Copilot subscribers in the coming months, but Copilot Pro+ users will be able to access OpenAI Codex in VS Code Insiders this week, the company said.
"We're into this wave two era," GitHub's COO Mario Rodriguez told VentureBeat, an era that's "going to be multimodal, it's going to be agentic and it's going to have these new experiences that will feel AI native...."

Or, as VentureBeat sees it, GitHub "is positioning itself as the essential orchestration layer beneath them all..." Just as the company transformed Git, pull requests and CI/CD into collaborative workflows, it's now trying to do the same with a fragmented AI coding landscape...

The technical architecture addresses a critical enterprise concern: Security. Unlike standalone agent implementations where users must grant broad repository access, GitHub's Agent HQ implements granular controls at the platform level... Agents operating through Agent HQ can only commit to designated branches. They run within sandboxed GitHub Actions environments with firewall protections. They operate under strict identity controls. [GitHub COO] Rodriguez explained that even if an agent goes rogue, the firewall prevents it from accessing external networks or exfiltrating data unless those protections are explicitly disabled.

Beyond managing third-party agents, GitHub is introducing two technical capabilities that set Agent HQ apart from alternative approaches like Cursor's standalone editor or Anthropic's Claude integration. Custom agents via AGENTS.md files: Enterprises can now create source-controlled configuration files that define specific rules, tools and guardrails for how Copilot behaves. For example, a company could specify "prefer this logger" or "use table-driven tests for all handlers." This permanently encodes organizational standards without requiring developers to re-prompt every time... Native Model Context Protocol (MCP) support: VS Code now includes a GitHub MCP Registry. Developers can discover, install and enable MCP servers with a single click. They can then create custom agents that combine these tools with specific system prompts. This positions GitHub as the integration point between the emerging MCP ecosystem and actual developer workflows. MCP, introduced by Anthropic but rapidly gaining industry support, is becoming a de facto standard for agent-to-tool communication. By supporting the full specification, GitHub can orchestrate agents that need access to external services without each agent implementing its own integration logic.

GitHub is also shipping new capabilities within VS Code itself. Plan Mode allows developers to collaborate with Copilot on building step-by-step project approaches. The AI asks clarifying questions before any code is written. Once approved, the plan can be executed either locally in VS Code or by cloud-based agents. The feature addresses a common failure mode in AI coding: Beginning implementation before requirements are fully understood. By forcing an explicit planning phase, GitHub aims to reduce wasted effort and improve output quality.

More significantly, GitHub's code review feature is becoming agentic. The new implementation will use GitHub's CodeQL engine, which previously largely focused on security vulnerabilities to identify bugs and maintainability issues. The code review agent will automatically scan agent-generated pull requests before human review. This creates a two-stage quality gate.
"Don't let this little bit of news float past you like all those self-satisfied marketing pitches we semi-hear and ignore," writes ZDNet: If it works and remains reliable, this is actually a very big deal... Tech companies, especially the giant ones, often like to talk "open" but then do their level best to engineer lock-in to their solution and their solution alone. Sure, most of them offer some sort of export tool, but the barrier to moving from one tool to another is often huge... [T]he idea that you can continue to use your favorite agent or agents in GitHub, fully integrated into the GitHub tool path, is powerful. It means there's a chance developers might not have to suffer the walled garden effect that so many companies have strived for to lock in their customers.

"We've spent the last year rebuilding major components of our system," Cloudflare announced this week, "and we've just slashed the latency of traffic passing through our network for millions of our customers," (There's a 10ms cut in the median time to respond, plus a 25% performance boost as measured by CDN performance tests.) They replaced a 15-year-old system named FL (where they run security and performance features), and "At the same time, we've made our system more secure, and we've reduced the time it takes for us to build and release new products."

And yes, Rust was involved: We write a lot of Rust, and we've gotten pretty good at it... We built FL2 in Rust, on Oxy [Cloudflare's Rust-based next generation proxy framework], and built a strict module framework to structure all the logic in FL2... Built in Rust, [Oxy] eliminates entire classes of bugs that plagued our Nginx/LuaJIT-based FL1, like memory safety issues and data races, while delivering C-level performance. At Cloudflare's scale, those guarantees aren't nice-to-haves, they're essential. Every microsecond saved per request translates into tangible improvements in user experience, and every crash or edge case avoided keeps the Internet running smoothly. Rust's strict compile-time guarantees also pair perfectly with FL2's modular architecture, where we enforce clear contracts between product modules and their inputs and outputs...

It's a big enough distraction from shipping products to customers to rebuild product logic in Rust. Asking all our teams to maintain two versions of their product logic, and reimplement every change a second time until we finished our migration was too much. So, we implemented a layer in our old NGINX and OpenResty based FL which allowed the new modules to be run. Instead of maintaining a parallel implementation, teams could implement their logic in Rust, and replace their old Lua logic with that, without waiting for the full replacement of the old system.
Over 100 engineers worked on FL2 — and there was extensive testing, plus a fallback-to-FL1 procedure. But "We started running customer traffic through FL2 early in 2025, and have been progressively increasing the amount of traffic served throughout the year...." As we described at the start of this post, FL2 is substantially faster than FL1. The biggest reason for this is simply that FL2 performs less work [thanks to filters controlling whether modules need to run]... Another huge reason for better performance is that FL2 is a single codebase, implemented in a performance focussed language. In comparison, FL1 was based on NGINX (which is written in C), combined with LuaJIT (Lua, and C interface layers), and also contained plenty of Rust modules. In FL1, we spent a lot of time and memory converting data from the representation needed by one language, to the representation needed by another. As a result, our internal measures show that FL2 uses less than half the CPU of FL1, and much less than half the memory. That's a huge bonus — we can spend the CPU on delivering more and more features for our customers!

Using our own tools and independent benchmarks like CDNPerf, we measured the impact of FL2 as we rolled it out across the network. The results are clear: websites are responding 10 ms faster at the median, a 25% performance boost. FL2 is also more secure by design than FL1. No software system is perfect, but the Rust language brings us huge benefits over LuaJIT. Rust has strong compile-time memory checks and a type system that avoids large classes of errors. Combine that with our rigid module system, and we can make most changes with high confidence...

We have long followed a policy that any unexplained crash of our systems needs to be investigated as a high priority. We won't be relaxing that policy, though the main cause of novel crashes in FL2 so far has been due to hardware failure. The massively reduced rates of such crashes will give us time to do a good job of such investigations. We're spending the rest of 2025 completing the migration from FL1 to FL2, and will turn off FL1 in early 2026. We're already seeing the benefits in terms of customer performance and speed of development, and we're looking forward to giving these to all our customers.

After that, when everything is modular, in Rust and tested and scaled, we can really start to optimize...!
Thanks to long-time Slashdot reader Beeftopia for sharing the article.

An anonymous reader quotes a report from CNBC: Korean semiconductor giant Samsung said Thursday that it plans to buy and deploy a cluster of 50,000 Nvidia graphics processing units to improve its chip manufacturing for mobile devices and robots. The 50,000 Nvidia GPUs will be used to create a facility Samsung is calling an "AI Megafactory." Samsung didn't provide details about when the facility would be built. It's the latest splashy partnership for Nvidia, whose chips remain essential for building and deploying advanced artificial intelligence. [...]

On Thursday, Nvidia representatives said they will work with Samsung to adapt the Korean company's chipmaking lithography platform to work with Nvidia's GPUs. That process will results in 20 times better performance for Samsung, the Nvidia representatives said. Samsung will also use Nvidia's simulation software called Omniverse. Known for its mobile phones, Samsung also said it would use the Nvidia chips to run its own AI models for its devices. In addition to being a partner and customer, Samsung is also a key supplier for Nvidia. Samsung makes the kind of high-performance memory Nvidia uses in large quantities, alongside its AI chips, called high bandwidth memory. Samsung said it will work with Nvidia to tweak its HBM4 memory for use in AI chips.

alternative_right shares a report from Phys.org: It is known in the scientific community that if you have a self-sustained oscillation, such as an arteriole, and you add an external stimulus at a similar but not identical frequency, you can lock the two, meaning you can shift the frequency of the oscillator to that of the external stimulus. In fact, it has been shown that if you connect two clocks, they will eventually synchronize their ticking. Distinguished Professor of Physics and Neurobiology David Kleinfeld found that if he applied an external stimulus to a neuron, the entire vasculature would lock at the same frequency. However, if he stimulated two sets of neurons at two different frequencies, something unexpected happened: some arterioles would lock at one frequency and others would lock at another frequency, forming a staircase effect.

Searching for an explanation, Kleinfeld enlisted the help of his colleague, Professor of Physics Massimo Vergassola, who specializes in understanding the physics of living systems, and then recruited Ecole Normale Superieure graduate student Marie Sellier-Prono and Senior Researcher at the Institute for Complex Systems Massimo Cencini. Together, the researchers found they could use a classical model of coupled oscillators with an intestinal twist. The gut oscillates naturally due to peristalsis -- the contracting and relaxing of muscles in the digestive tract -- and provided a simplified model over the complex network of blood vessels in the brain. The intestine is unidirectional, meaning frequencies shift in one direction in a gradient from higher to lower. This is what enables food to move in one direction from the beginning of the small intestine to the end of the large intestine.

"Coupled oscillators talk to each other and each section of the intestine is an oscillator that talks to the other sections near it," stated Vergassola. "Normally, coupled oscillators are studied in a homogeneous setting, meaning all the oscillators are at more or less similar frequencies. In our case, the oscillators were more varied, just as in the intestine and the brain." In studying the coupled oscillators in the gut, past researchers observed that there is indeed a staircase effect where similar frequencies lock onto those around it, allowing for the rhythmic movement of food through the digestive tract. But the height of the rises or breaks, the length of the stair runs or frequencies, and the conditions under which the staircase phenomenon occurred -- essential features of biological systems -- was something which had not been determined until now. The findings have been published in the journal Physical Review Letters.

Nearly three out of every four restaurant orders are no longer eaten in a restaurant, according to the National Restaurant Association. The share of customers using delivery more than doubled from 2019 to 2024, and 41% of respondents in a recent poll said delivery was an essential part of their lifestyle. The transformation has fundamentally altered restaurant economics. Delivery companies charge restaurants commissions between 5 and 30%, along with fees for payment processing, advertising, and search placement.

Shannon Orr runs an eight-restaurant group on the West Coast. One of her restaurants generated $1.7 million in delivery sales last year. Of that, $400,000 went to delivery companies. The restaurant, previously among her most profitable, made no money in 2024, she told the Atlantic.

About a third of full-service restaurants have modified their physical spaces to accommodate the delivery boom, installing dedicated entrances, bike parking, and banks of lockers.

Automattic has filed counterclaims against WP Engine in a lawsuit the hosting company initiated in October 2024. The counterclaims accuse WP Engine of trademark infringement and deceptive marketing practices. After private equity firm Silver Lake invested $250 million in WP Engine, the hosting company began calling itself "The WordPress Technology Company" and allowed partners to refer to it as "WordPress Engine," the lawsuit says. WP Engine also launched products named "Core WordPress" and "Headless WordPress."

The counterclaims allege that WP Engine promised to commit 5% of its resources to the WordPress ecosystem but failed to keep those promises. Automattic contends that WP Engine engaged in trademark violations to avoid licensing fees that would have affected the company's earnings and valuation. Silver Lake sought to sell WP Engine at a $2 billion valuation but could not find a buyer. The filing notes that potential buyers included Automattic. The counterclaims also assert that WP Engine degraded product quality and removed essential features to reduce costs during this period.

An anonymous reader quotes a report from The Conversation: When teachers rely on commonly used artificial intelligence chatbots to devise lesson plans, it does not result in more engaging, immersive or effective learning experiences compared with existing techniques, we found in our recent study. The AI-generated civics lesson plans we analyzed also left out opportunities for students to explore the stories and experiences of traditionally marginalized people. The allure of generative AI as a teaching aid has caught the attention of educators. A Gallup survey from September 2025 found that 60% of K-12 teachers are already using AI in their work, with the most common reported use being teaching preparation and lesson planning. [...]

For our research, we began collecting and analyzing AI-generated lesson plans to get a sense of what kinds of instructional plans and materials these tools provide to teachers. We decided to focus on AI-generated lesson plans for civics education because it is essential for students to learn productive ways to participate in the U.S. political system and engage with their communities. To collect data for this study, in August 2024 we prompted three GenAI chatbots -- the GPT-4o model of ChatGPT, Google's Gemini 1.5 Flash model and Microsoft's latest Copilot model -- to generate two sets of lesson plans for eighth grade civics classes based on Massachusetts state standards. One was a standard lesson plan and the other a highly interactive lesson plan.

We garnered a dataset of 311 AI-generated lesson plans, featuring a total of 2,230 activities for civic education. We analyzed the dataset using two frameworks designed to assess educational material: Bloom's taxonomy and Banks' four levels of integration of multicultural content. Bloom's taxonomy is a widely used educational framework that distinguishes between "lower-order" thinking skills, including remembering, understanding and applying, and "higher-order" thinking skills -- analyzing, evaluating and creating. Using this framework to analyze the data, we found 90% of the activities promoted only a basic level of thinking for students. Students were encouraged to learn civics through memorizing, reciting, summarizing and applying information, rather than through analyzing and evaluating information, investigating civic issues or engaging in civic action projects.

When examining the lesson plans using Banks' four levels of integration of multicultural content model (PDF), which was developed in the 1990s, we found that the AI-generated civics lessons featured a rather narrow view of history -- often leaving out the experiences of women, Black Americans, Latinos and Latinas, Asian and Pacific Islanders, disabled individuals and other groups that have long been overlooked. Only 6% of the lessons included multicultural content. These lessons also tended to focus on heroes and holidays rather than deeper explorations of understanding civics through multiple perspectives. Overall, we found the AI-generated lesson plans to be decidedly boring, traditional and uninspiring. If civics teachers used these AI-generated lesson plans as is, students would miss out on active, engaged learning opportunities to build their understanding of democracy and what it means to be a citizen.

NASA's Jet Propulsion Laboratory is laying off around 550 employees, or roughly 11% of its workforce, as part of an effort to "restructure and establish an appropriate size to ensure future success." According to JPL Director Dave Gallagher, the job cuts "are not related to the current government shutdown." CNBC reports: JPL is a research and development lab funded by NASA -- the federal space agency -- and managed by the California Institute of Technology. "While not easy, I believe that taking these actions now will help the Lab transform at the scale and pace necessary to help achieve humanity's boldest ambitions in space," Gallagher wrote in a separate mekor to JPL employees and contractors. Gallagher, in the public announcement, noted that the reorganization of JPL began in July, and "over the past few months, we have communicated openly with employees about the challenges and hard choices ahead."

"This week's action, while not easy, is essential to securing JPL's future by creating a leaner infrastructure, focusing on our core technical capabilities, maintaining fiscal discipline, and positioning us to compete in the evolving space ecosystem -- all while continuing to deliver on our vital work for NASA and the nation," Gallagher wrote. Gallagher said that JPL employees will be notified of their status on Tuesday, and the "new Lab structure ... will become effective Wednesday."

An anonymous reader shared this excerpt from a Los Angeles Times newsletter: One of the most consequential moments in California's drive to beat back climate change will take place next month. The state will stop receiving electricity from the Intermountain Power Plant in Central Utah, meaning our reliance on coal as a source of power will essentially be over...

[T]he U.S. got nearly half its electricity from coal-fired plants as recently as 2007. By 2023, that figure had dropped to just 16.2%. California drove an even more dramatic shift, getting just 2.2% of its electricity from coal in 2024 — nearly all of it from the Intermountain plant. Operators plan to cut off that final burst of ions next month.
"And with improved technology to store power, the change has been made without the power shortages that dogged the state up until 2020..."

Ferrari's first electric car arrives next summer, reports Carscoops, with a top speed of 193 mph (310 km/h) and accelerating from 0 to 62 mph (0 to 100 km/h) in just 2.5 seconds.

"The Elettrica" will also have a large high-density battery for over 329 miles (530 km) of range, ultra-fast DC charging up to 350 kW, and a 122 kWh capacity and an energy density of 195 Wh/kg that Ferrari "claims is the highest among production EVs."

But what's really interesting is its engine noises: Ferrari's approach to the Elettrica's sound moves away from artificial engine simulation. Instead, a sensor mounted on the inverter detects the powertrain's real mechanical vibrations, which are then amplified to create what the company describes as a natural, evolving tone that reflects how the car is being driven... a reactive soundtrack. Antonio Palermo [Ferrari's head of sound and vibration] calls it "language and connection," a way to keep drivers emotionally engaged with the car without resorting to synthetic gimmicks...

Needless to say, how convincing this synthesized feedback will feel in practice remains to be seen, as much of Ferrari's allure has traditionally rested on the emotional impact of its combustion engines.
"The Torque Shift Engagement system offers five selectable levels of power and torque using the right paddle, while the left paddle adjusts braking intensity," the article points out.

But if the engine noises are well-executed, argues the EV news site Electrek, "I even think it might convince some petrolheads to give EVs a try," . Whether you like them or not, engine sounds are essential, especially in performance vehicles. They are part of the identity of certain cars — a sort of signature. They can be emotional. They can give a sense of power. But beyond that, they are information. The pitch, volume, and texture of the engine sound provide critical, real-time feedback to the driver about RPM, load, and the car's health.

Some electric automakers are using curated soundscapes (like BMW with Hans Zimmer) or trying to mimic V8s (like Dodge with its "Fratzonic Chambered Exhaust")... Other automakers are simply letting the natural sounds of the electric motors exist. There's nothing wrong with that. However, considering that electric motors produce minimal sounds, which are then trapped inside a metal casing, you rarely hear anything significant, especially in modern vehicles with quiet cabins and even active noise cancellation. For most EVs, this is not a problem, but for a performance electric vehicle, it does feel like something is missing...

Ferrari insists the sound will only be used when "functionally useful" to provide feedback to the driver and will be directly tied to torque requests... The entire system was reportedly developed in-house, giving Ferrari complete control over the vehicle's final acoustic signature... [T]hey are embracing the new technology rather than hiding it. They are making a confident statement that an electric powertrain can be emotionally engaging on its own terms, without having to pretend to be something it's not...

If you prefer a completely silent drive, you can disable it.
Electrek's conclusion? "The purists who were worried that Ferrari would lose its soul in the EV transition should be encouraged by this."

The Hunga Tonga-Hunga Ha'apai volcano erupted on January 15, 2022. The pyroclastic flow severed both of Tonga's underwater internet cables. The eruption cut sixty-five miles from the domestic cable and fifty-five miles from the international link to Fiji. Tonga lost all internet access. The cables sit on the ocean floor and carry 95% of the world's international internet traffic.

The Guardian has a long read on what happened in the aftermath. A.T.M.s (cash machines) stopped working because banks could not verify account balances. Businesses could not file export paperwork. Foreign remittances made up 44% of the country's G.D.P. The government found old satellite phones. Three or four days later, officials restored a hundred and twenty megabytes per second of bandwidth for essential work. A month after the eruption, SpaceX donated fifty Starlink terminals. SubCom's repair ship Reliance took five weeks to restore the international cable. Vava'u did not get broadband back until August, 2023. Another earthquake in the summer of 2024 severed the domestic cable again.

Researchers have unveiled two new hardware-based attacks, Battering RAM and Wiretap, that break Intel SGX and AMD SEV-SNP trusted enclaves by exploiting deterministic encryption and physical interposers. Ars Technica reports: In the age of cloud computing, protections baked into chips from Intel, AMD, and others are essential for ensuring confidential data and sensitive operations can't be viewed or manipulated by attackers who manage to compromise servers running inside a data center. In many cases, these protections -- which work by storing certain data and processes inside encrypted enclaves known as TEEs (Trusted Execution Enclaves) -- are essential for safeguarding secrets stored in the cloud by the likes of Signal Messenger and WhatsApp. All major cloud providers recommend that customers use it. Intel calls its protection SGX, and AMD has named it SEV-SNP.

Over the years, researchers have repeatedly broken the security and privacy promises that Intel and AMD have made about their respective protections. On Tuesday, researchers independently published two papers laying out separate attacks that further demonstrate the limitations of SGX and SEV-SNP. One attack, dubbed Battering RAM, defeats both protections and allows attackers to not only view encrypted data but also to actively manipulate it to introduce software backdoors or to corrupt data. A separate attack known as Wiretap is able to passively decrypt sensitive data protected by SGX and remain invisible at all times.

Microsoft has announced that Xbox Game Pass Ultimate will cost $29.99 per month, up from $19.99. The company restructured its subscription service into three tiers ahead of the October 16 launch of two Xbox ROG Ally handheld consoles. The new Essential tier offers 50-plus games for $9.99 monthly. Premium includes 200-plus games for $14.99. Ultimate subscribers gain access to more than 400 games, day-one releases, improved cloud streaming quality, and services including EA Play, Ubisoft+ Classics, and Fortnite Crew.

Game Pass generated nearly $5 billion in fiscal 2025 revenue with 34 million subscribers in 2024. Console hardware prices are also increasing, with the Xbox Series X rising $50 to $649.99 starting October 3.

The U.S. is considering a rule requiring chipmakers to match the volume of semiconductors that their customers currently import from overseas providers through domestic production, or face tariffs. Reuters reports: President Donald Trump has doubled down on his efforts to reshore semiconductor manufacturing, offering exemptions from tariffs of roughly 100% on chips to firms that produce domestically. Companies that fail to sustain a 1:1 domestic-to-import ratio over time would face tariffs, the Journal said. U.S. Commerce Secretary Howard Lutnick floated the idea with semiconductor executives, telling them it might be necessary for economic security, the Journal said.

"America cannot be reliant on foreign imports for the semiconductor products that are essential for our national and economic security," the newspaper cited White House spokesperson Kush Desai as saying, who added that any reporting about policymaking should be treated as speculative, unless officially announced. [...] Under the proposal, a company pledging to make chips in the U.S. would receive credit for that pledged volume, allowing imports without tariffs until the plant is complete, with initial relief to help ramp capacity, according to the report.

Spotify says it has has removed over 75 million fraudulent tracks in the past year as it works to combat "AI slop," deepfake impersonations, and spam uploads. Variety reports: Its new protections include a policy to police unauthorized vocal impersonation ("deepfakes") and fraudulent music uploaded to artists' official profiles; an enhanced spam filter to prevent mass uploads, duplicates, SEO hacks, artificially short tracks designed to fraudulently boost streaming numbers and payments. The company also says it's collaborating with industry partners to devise an industry standard in a song's credits to "clearly indicate where and how AI played a role in the creation of a track."

"The pace of recent advances in generative AI technology has felt quick and at times unsettling, especially for creatives," the company writes in a just-published post on its official blog. "At its best, AI is unlocking incredible new ways for artists to create music and for listeners to discover it. At its worst, AI can be used by bad actors and content farms to confuse or deceive listeners, push 'slop' into the ecosystem, and interfere with authentic artists working to build their careers. The future of the music industry is being written, and we believe that aggressively protecting against the worst parts of Gen AI is essential to enabling its potential for artists and producers."

In a press briefing on Wednesday, Spotify VP and Global Head of Music Product Charlie Hellman said, "I want to be clear about one thing: We're not here to punish artists for using AI authentically and responsibly. We hope that they will enable them to be more creative than ever. But we are here to stop the bad actors who are gaming the system. And we can only benefit from all that good side if we aggressively protect against the bad side."

An anonymous reader quotes a report from The Guardian: The world's oceans have failed a key planetary health check for the first time, primarily due to the burning of fossil fuels, a report has shown. In its latest annual assessment, the Potsdam Institute for Climate Impact Research said ocean acidity had crossed a critical threshold for marine life. This makes it the seventh of nine planetary boundaries to be transgressed, prompting scientists to call for a renewed global effort to curb fossil fuels, deforestation and other human-driven pressures that are tilting the Earth out of a habitable equilibrium. The report, which follows earlier warnings about ocean acidity, comes at a time of recordbreaking ocean heat and mass coral bleaching.

Oceans cover 71% of the Earth's surface and play an essential role as a climate stabilizer. The new report calls them an "unsung guardian of planetary health", but says their vital functions are threatened. The 2025 Planetary Health Check noted that since the start of the industrial era, oceans' surface pH has fallen by about 0.1 units, a 30-40% increase in acidity, pushing marine ecosystems beyond safe limits. Cold-water corals, tropical coral reefs and Arctic marine life are especially at risk. This is primarily due to the human-caused climate crisis. When carbon dioxide from oil, coal and gas burning enters the sea, it forms carbonic acid. This reduces the availability of calcium carbonate, which many marine organisms depend upon to grow coral, shells or skeletons.

Near the bottom of the food chain, this directly affects species like oysters, molluscs and clams. Indirectly, it harms salmon, whales and other sea life that eat smaller organisms. Ultimately, this is a risk for human food security and coastal economies. Scientists are concerned that it could also weaken the ocean's role as the planet's most important heat absorber and its capacity to draw down 25-30% of the carbon dioxide in the atmosphere. Marine life plays an important role in this process, acting as a "biotic bump" to sequester carbon in the depths. In the report, all of the other six breached boundaries -- climate change, biosphere integrity, land system change, freshwater use, biogeochemical flows, and novel entities -- showed a worsening trend. But the authors said the addition of the only solely ocean-centerd category was a alarming development because of its scale and importance.

Microsoft on Sept 24 announced new options for US and European customers to safely extend the life of the Windows 10 operating system free of charge just days before a key deadline to upgrade to Windows 11. From a report: The US tech giant plans to end support for Windows 10 on Oct 14, a move that has drawn criticism from consumer advocacy groups and sparked concerns among users who fear they will need to purchase new computers to stay protected from cyber threats.

Users who are unable to upgrade or choose to forgo the extended security updates will face increased vulnerability to cyberattacks. In response to these concerns, Microsoft informed European users that essential security updates will be extended for one year at no additional cost, provided they log in with a Microsoft account. Previously, the company had offered a one-year extension of Windows 10 security updates for $30 to users whose hardware is incompatible with Windows 11. In the US, a similar free option will allow users to upload their Windows 10 profiles to Microsoft's backup service and receive security updates for up to one year.

Last week the Guardian reported on "thousands of AI workers contracted for Google through Japanese conglomerate Hitachi's GlobalLogic to rate and moderate the output of Google's AI products, including its flagship chatbot Gemini... and its summaries of search results, AI Overviews." "AI isn't magic; it's a pyramid scheme of human labor," said Adio Dinika, a researcher at the Distributed AI Research Institute based in Bremen, Germany. "These raters are the middle rung: invisible, essential and expendable...." Ten of Google's AI trainers the Guardian spoke to said they have grown disillusioned with their jobs because they work in siloes, face tighter and tighter deadlines, and feel they are putting out a product that's not safe for users... In May 2023, a contract worker for Appen submitted a letter to the US Congress that the pace imposed on him and others would make Google Bard, Gemini's predecessor, a "faulty" and "dangerous" product
This week Google laid off 200 of those moderating contractors, reports Wired. "These workers, who often are hired because of their specialist knowledge, had to have either a master's or a PhD to join the super rater program, and typically include writers, teachers, and people from creative fields." Workers still at the company claim they are increasingly concerned that they are being set up to replace themselves. According to internal documents viewed by WIRED, GlobalLogic seems to be using these human raters to train the Google AI system that could automatically rate the responses, with the aim of replacing them with AI. At the same time, the company is also finding ways to get rid of current employees as it continues to hire new workers. In July, GlobalLogic made it mandatory for its workers in Austin, Texas, to return to office, according to a notice seen by WIRED...

Some contractors attempted to unionize earlier this year but claim those efforts were quashed. Now they allege that the company has retaliated against them. Two workers have filed a complaint with the National Labor Relations Board, alleging they were unfairly fired, one due to bringing up wage transparency issues, and the other for advocating for himself and his coworkers. "These individuals are employees of GlobalLogic or their subcontractors, not Alphabet," Courtenay Mencini, a Google spokesperson, said in a statement...
"Globally, other AI contract workers are fighting back and organizing for better treatment and pay," the article points out, noting that content moderators from around the world facing similar issues formed the Global Trade Union Alliance of Content Moderators which includes workers from Kenya, Turkey, and Colombia.

Thanks to long-time Slashdot reader mspohr for sharing the news.