Kroger says it will cut 3,000 corporate jobs over the next three years as it expands its use of AI and other technology to streamline operations. "Technology is reshaping what's possible," CEO Greg Foran wrote in a memo to employees on Monday. "The way work gets done is changing across every industry; we must adapt and take advantage of technology. We need to adopt capabilities, reduce duplicative work and look closely at where work is best fit to be done." ABC News reports: Kroger last month outlined its AI strategy, meant "to improve the customer experience, make work easier for associates and produce better business outcomes." Cincinnati-based Kroger is the largest standalone U.S. supermarket chain with 409,000 employees and more than 2,700 stores operating under various brands, including Ralphs, King Soopers, Smith's and Fred Meyer.

Kroger named former Walmart executive Foran CEO in February, 11 months after the abrupt resignation of its previous CEO. Foran has a reputation for being tech-savvy and detail-oriented. He led Walmart's U.S. division from 2014 to 2019, where he focused on cleaning up stores, ensuring items were in stock and improving the fresh produce selection. He also introduced online ordering and pickup, and accelerated Walmart's digital capabilities.

An anonymous reader quotes a report from Reuters: Alphabet's Google on Wednesday released its flagship AI model Gemini 4 Argon to developers and businesses worldwide, seeking to regain ground against rivals OpenAI and Anthropic after months of delays and a leadership shakeup at its DeepMind lab. The model excels at "deep work" on complex, multi-step tasks in coding, finance, law, cybersecurity and science, Google said. API pricing at launch starts at $2 per million input tokens and $10 per million output tokens, with rates set to double after November 30.

[...] Argon is available to paying customers through the company's AI application building tools. Google AI Pro and Ultra subscribers can access it through the Gemini app and AI Mode in Search, while the Antigravity coding tool is limited to Ultra subscribers. Teams using Argon in Antigravity increased agentic code submissions by more than 35%, while reducing code rollbacks by nearly a third, Google said. Google also announced the expansion of its Fairwind Program to hundreds of additional partners. "The program gives vetted cybersecurity defenders a version of Argon without its cyber guardrails," reports Reuters. "In September, the company had said it was providing the model to select cybersecurity partners."

Canadian cybersecurity figures say they were shocked after ransomware negotiator Edward Dubrovsky was reportedly arrested in Pennsylvania in connection with the FBI's ShinyHunters hacking investigation. "We will continue to work closely with our partners to disrupt what's left of the ShinyHunters group and their associates, no matter where they operate," wrote FBI Director Kash Patel on social media. CBC News reports: Reuters reported Sunday that sources familiar with the matter identified the arrested suspect as Ed Dubrovsky, a Canadian cybersecurity executive whose career has focused on helping clients negotiate with ransomware attackers. Court documents from the U.S. District Court for the Eastern District of Pennsylvania show Dubrovsky is facing two criminal charges: conspiracy to threaten to impair the confidentiality of information with the intent to extort money, and interference with commerce by threats. The allegations have not been proven in court.

"For the cybersecurity community in general, I think that there's a sense of shock," Toronto-based tech and cybersecurity analyst Ritesh Kotak told CBC News on Monday. Kotak says Dubrovsky is "very popular" and has spoken at numerous conferences, but stressed that the charges "are clearly just allegations" and that it is not yet known "what exactly has happened." "This is an individual that was for the most part respected when it came to ransomware negotiations," he said. "A lot of people are familiar with his work as well." ShinyHunters is one of the world's most prolific data theft and extortion groups that's been tied to major campaigns, including a recent breach involving FBI employee data, a cyberattack on Canvas, as well as various cyberattacks affecting companies including Telus, Microsoft, and Ticketmaster.

Apple has unveiled the $299 HomeView, a 7-inch smart display that combines Siri AI, FaceTime, customizable widgets, and Apple Home controls in a countertop or wall-mounted design. It also acts as a Matter controller and Thread Border Router, supports up to six facial-recognition profiles, and can use personal context from messages, calendars, and email when paired with a nearby Apple Intelligence-capable iPhone. The Verge reports: The device's square shape makes it feel less imposing than larger smart displays like Google's Nest Hub Max or Amazon's Echo Show 11, and I can see it fitting nicely on my kitchen counter -- though it might be a hair too big for my bedside table. The HomeView is the centerpiece of Apple's new push into the home. It costs $299 and launches alongside a new collection of cameras, thermostats, and a door lock designed for Apple Home.

As a smart home hub, Matter controller, and Thread Border Router, the HomeView can orchestrate these and other Apple Home and Matter smart home devices. It's available in eight countries at launch: the US, UK, Canada, Australia, New Zealand, Singapore, South Africa, and India. Pre-orders are open now, with devices shipping November 13th.

An anonymous reader quotes a report from ZDNet: Many open-source developers still dislike AI. The latest example is System76 banning AI-generated content from its COSMIC desktop. At Open Source Summit Europe, Linux creator Linus Torvalds offered a different take: "I actually really like using AI," Torvald told Dirk Hohndel, his good friend and head of Ericsson Software Technology, in their latest discussion. [...] Torvalds said, "I think that you need to be very careful using AI when you're doing something real and important." Torvalds explained he hadn't always felt that way about AI programming. "I used to think it was just not very good -- but now I'm at the point where I actually really like using AI."

"To be fair," he continued, "I don't do a lot of kernel programming. I'm a maintainer. The Linux kernel is a project where other people do the real work, and I act as the collection point. But I still enjoy programming immensely. I think AI is a wonderful tool if you use it correctly and treat it as a tool, and I find it makes programming much more enjoyable." Torvalds recalled, "I started programming in 1981 or so, and back then computers were much simpler, and you could understand what they were doing, and also the programs you compared your own programs to were much simpler."

"It's a different story today," Torvalds said. "The bar in software engineering has grown so high that it's hard to see your own small efforts as worth anything, because you're used to all these polished, professional programs. [...] A lot of people make fun of vibe coding, but I think it's a wonderful way to find joy in programming. It makes you feel like you're doing something relevant. It allows you, as a new programmer, to do things that you would otherwise have a really hard time with."

He continued: "I love the concept of AI as a gateway drug because I was working on my own toy project, the guitar pedal, and I knew what I was doing. I had a user interface that I had written myself in C that was running on a microcontroller that was running on this small screen, and I was like, "This is just stupid. It looks like something from the '80s; I wanted it to look like something from this century. But I don't do Java. I do kernels." "So, I use AI to do the things that I'm bad at," Torvalds went on, "I'd seen all the same YouTube videos you have. Give AI a prompt, and it will do it. So I gave it a prompt, and it did it, and it was horrendous. Then I said, 'Hey, look! I already did this in C. I did it the right way. It's just ugly." Torvalds acknowledged that AI tools are helping identify security vulnerabilities and improve the Linux kernel, but at the cost of overwhelming maintainers with questionable bug reports and superficial fixes. He called some submissions "mindless band-aid kind of patches."

That said, despite AI's growing influence, Torvalds believes Linux's success comes from steady, incremental development rather than sweeping changes. "I'm a big believer in the whole incremental small changes that, over time, turn into big features," he said. The development goal remains "incremental improvement and steady progress all the time."

An anonymous reader quotes a report from Ars Technica: When Russia began attacking Ukrainian data centers and telecommunication infrastructure, it apparently failed to prepare for possible retaliation. Now Russia's digital services are facing widespread outages after Ukrainian drone strikes knocked out three of the largest data centers owned by Russian tech giant Yandex within several days. Pro-Kremlin bloggers are warning that Russia's centralized digital economy could collapse because the country is not prepared for the "data center war" it started, according to posts translated by the pseudonymous independent researcher ChrisO_wiki. The Russian commentators also suggested that Ukraine's decentralized digital services could prove more resilient than Russia's system if the countries continue trading such blows.

Russia initially launched a drone strike campaign targeting Ukrainian data centers and mobile phone networks in late September. The attacks temporarily disrupted Internet and cell phone service for up to 100,000 households in the Ukrainian capital of Kyiv and came as part of a broader long-range strike campaign that has involved Russian missiles and jet-powered drones hitting Ukraine's power grid infrastructure, transportation hubs, and even residential apartment building blocks. But Ukraine soon began striking back at data centers owned by the Russian company Yandex, also known as "Russia's Google," in what Ukrainian President Volodymyr Zelenskyy has described as a "symmetrical response."

[...] More importantly for Russian society, the damage to Yandex's data centers has reportedly caused interruptions or outages to popular Russian payment apps and digital banking services, email, e-commerce platforms, video streaming services, ride-hailing and food delivery apps, and navigation and map services. Yandex's search engine also accounts for about 70 percent of the market share in Russia. The disruptions are even more widespread, because the data center damage also impacts Yandex's cloud computing service, which counts some of Russia's largest companies as customers, according to The Moscow Times, an independent newspaper. These include large grocery and fast-food chains as well as a household appliance retailer.

CNBC reports: As Anthropic barrels toward a potential $2 trillion market cap on the Nasdaq, one research firm is valuing the artificial intelligence company at a mere $150 billion and says Wall Street is about to face an "unprecedented test of investor gullibility." In a report on Tuesday, independent financial research provider New Constructs called Anthropic's upcoming offering the "most ridiculous IPO of 2026."

To reach its desired valuation, the firm estimates Anthropic would need to record double the trailing year of profit for Nvidia, the world's most valuable tech company. Nvidia's net income over the past four quarters topped $190 billion. Meanwhile, Anthropic's revenue in 2025 was $4.6 billion as the company racked up a net loss of $42 billion, according to Reuters, which cited a leaked copy of the company's prospectus. Anthropic's mounting operating losses coupled with emerging competition from a plethora of open-source models led New Constructs to conclude that, "We don't think Anthropic has a viable business...."

Anthropic didn't respond to a request for comment...

The New Constructs report also notes that Anthropic's assertion that AI could pose "a catastrophic or existential risk to humanity" is another reason why investors should avoid the IPO.
Reuters reported that Anthropic's IPO prospectus "highlights risks associated with its AI models, which it said could exhibit 'self-preserving behaviors,' including attempts to 'resist shutdown,' to 'conceal or manipulate information' and behavior 'resembling blackmail.'" Now Bloomberg writes that "investors considering Anthropic's planned mega-IPO are grappling with an unusual, and more than a little scary, conundrum: How to value a company that some fear could help wipe out the human race?"

Anthropic's valuation also drew some scrutiny from a senior analyst at PitchBook. "A $2 trillion price is about 435 times 2025 revenue, less than 44 times the annualized second-quarter revenue of more than $46 billion and just under 31 times the July run rate."

OpenAI announced it's recently banned two "influence operations" — one from Russia and one from Iran — that were using its models "to launder geopolitical, conflict-related messaging" in sophisticated "false front" propaganda campaigns: The Iranian operation included a stable of seven "journalist" personas which it used to pitch long-form articles to small and medium online outlets around the world... As well as long-form articles, the Iranian operation generated batches of social media comments, generally on topics related to the US-Iran war... [The Russian operation "appears to have co-opted unwitting people in Latin America to run a 'think tank'.... Since we do not allow access to our models from Russia, they used VPNs to connect to our services."] The Russian operation created fake "leaked" documents and audio scripts, some of which we identified being spread online... Both managed to land their content (not all of which was generated from our models) in mainstream media outlets, rather than simply posting it on social media.
OpenAI says they've exposed 30 covert influence operations using its tools over the last two and a half years. But ironically, in this case both operations "also made heavy use of AI to draft internal reports (the Russian operation did this more than anything else)." And "in both cases, the actors used questionable or outright deceitful methodologies to exaggerate the operators' effectiveness." [The Russian operators] claimed that in May 2026, they created a fake email address purporting to come from the Regional Directorate of Education in Lima, Peru. They used this to instruct schools in the district to hold events dedicated to Ukraine on the national Day of Cultural and Linguistic Diversity (May 21)... According to the operators, some schools replied to the fake email address, confirming that they had held such events and even providing pictures. The operators then claimed to have planted stories about the events in the media in both Peru and Poland, alongside allegations that Ukraine was "exporting" ultra-nationalist ideologies, triggering outrage. Open-source searches identified stories that matched this claim in the Peruvianâ andâ Polish pressâ, and an English-language publication in Hungary (some of the articles have since been deleted)...

Similarly, in June, the operators claimed they used a different fake email address to trick schools in Ecuador into holding a ceremony pledging allegiance to President Daniel Noboa and to Erik Prince, former head of private military contractor Blackwater. The operators claimed that the incident provoked outrage in Ecuador and put pressure on the government to deny the fake, thus amplifying it to a nationwide audience. Again, open-source research identified mediaâ coverageâ in the Ecuadorianâ pressâ that closely resembled this claim, and even a detailed rebuttalâ by Ecuador's Minister for Education.

The operators used a range of techniques to underpin their false stories. According to their internal reporting, they spread two different fakes targeting Ecuador in March. One used fake audio attributed to Ukraine's consul in Ecuador, in which he was alleged to have made disparaging comments about Ecuadorians.
OpenAI's report "is the latest illustration of how state actors can easily exploit widely available AI tools to peddle sophisticated propaganda against adversaries on a mass scale," argues the Economic Times: "We identified almost 100 articles published or syndicated under the [Iranian] operation's bylines across roughly a dozen online outlets around the world," OpenAI said. "These were small to medium outlets, generally focused on international affairs, geopolitics, and events in the Middle East." The earliest article identified by OpenAI was published in July 2025, and the latest in October 2026, with the frequency of reports increasing after the US-Iran war broke out earlier this year. The operation also generated social media comments on topics related to the US-Iran war, it added.

One of the personas named Ervin B. Hoskins, whose bio claimed to be "an American freelance writer," had social media accounts across tech platforms including Elon Musk's X and Meta-owned Instagram. X's transparency information showed the account was connected via a "West Asia android app" and Instagram's transparency information showed the account was based in Iran, according to screenshots provided by OpenAI. Both accounts appeared to be suspended.

Last week a Florida woman sued Flock over its role in police officer accusing her of a crime she didn't commit But she's not the only one suing Flock over mistaken accusations, reports Gizmodo: . A Ring video of a Colorado woman being handed a criminal summons for a porch-package theft she did not commit recently went viral after the accusation rested on a Flock Safety automated license plate reader hit. Now, the woman involved in that case, Chrisanna Elser, is suing Flock Group, the towns of Columbine Valley and Bow Mar, Sergeant Jamie Milliman, and Chief Bret Cottrell in federal court on behalf of herself and other Coloradans whose plates the company has logged...

The package in question was worth $25... The claims aimed at the company are intrusion upon seclusion, plus negligence and negligent design, on the theory that Flock sold a searchable archive and refused to require a warrant, a case number, or a supervisor's sign-off before an officer could run a plate... Elser is asking the court to make Columbine Valley, Bow Mar, Cottrell, and Flock delete the retained location data, to bar them from keeping it unless it is tied to an open case number, and to make Flock require a warrant, a case number, and a supervisor's approval before a Colorado agency can search the system.
The Colorado Sun has more details. "Elser did not steal anything, but spent the following two weeks proving her own evidence to a department that did not return her calls, she said. [P]olice Sgt. Jamie Milliman told her the town of Bow Mar's surveillance cameras captured her forest green Rivian driving through town the same day a package disappeared from a thief... When Elser offered to show her own evidence to prove her innocence, including footage from her Rivian's onboard cameras, Milliman said she could bring it to court. Now, she is suing the officers and Flock Safety in U.S. District Court in Denver, alleging that the warrantless tracking violated her constitutional rights and that Flock's surveillance system unlawfully documents Coloradans' movements... "The scariest part is what happened to me can happen to anyone. I had no idea the Flock cameras existed and no idea a private company was keeping a record of every time I drove past my own neighborhood, or that any officer could pull it up without asking anyone or giving a reason for doing so," Elser said in a statement Tuesday. "If it can happen to me, it can happen to you...."

"As noted in the complaint, the Flock system accurately identified the location of Ms. Elser's vehicle, while law enforcement retained responsibility for interpreting and weighing that information as part of the broader investigation," Paris Lewbel, Flock's public relations manager said. "Flock stands by the accuracy and integrity of its technology and intends to vigorously defend itself in this litigation."
The article includes this statement from the woman's attorney. "Coloradans pass Flock's cameras on the way to work, church, the doctor, a protest, and a friend's house, and Flock keeps a detailed record of their every movement. It knows where you went, when you went there, and how often you go back, and it gives that information to a police officer with no limits.

"We are asking a federal court to say what should be obvious: Flock's surveillance is straight-up creepy and the government does not get to follow everyone, all the time, without any reason for doing so."

Phoronix reports on a presentation this week by Meta engineer Gregory Price at the Linux Plumbers Conference in Prague: With today's memory shortages, high prices, and ever increasing memory capacity needs, Meta engineers have been working on Compressed RAM ("CRAM") for Linux.

This hardware-offloaded compression still allows cacheline/byte access to compressed memory and in turn a better implementation than the likes of ZRAM and Zswap. Very promising is that there is near-native performance to raw DRAM speeds with CRAM... For end-users that may already be relying on the likes of Zswap or ZRAM, CRAM is offering near-native DRAM speeds. Read-only data is shown to be as fast as the raw DRAM performance. And for memory writes, CRAM is much faster than ZRAM or Zswap or plain swap.
"Most of the individual pieces needed to support CRAM are already mainline," the article points out. Tom's Hardware writes that "It uses a private NUMA node (essentially, a ghost CPU) instead of pretending to be a block device, and this lets Linux continue using all of its memory semantics, including migration and ballooning, to manage CRAM." Because CRAM is stored in RAM and treated as RAM, with full cacheline/byte access, it can be accessed in a read-only fashion with little delay; just the cost of hardware-offloaded compression... Even when you enable writes, CRAM is still much faster than ZRAM; 5.4x in the worst tested case of 20% writes. That's a huge drop from the 452x read-only case, but keep your context; a 5.4x speedup is still titanic. The massive performance cliff when writes are involved comes down to the need to page fault and migrate folios back to the original NUMA domain, as you can't write directly to compressed data; you'd corrupt everything...

While the obvious target of the work here (given its origin at Meta Platforms) is big Linux servers, ZRAM and Zswap are used all over the Linux ecosystem, even on machines as constrained as the Steam Deck. Many distributions enable one or the other by default. CRAM seems like it could offer a considerable speed-up for some of these machines, so hopefully it finds its way into the kernel once the remaining implementation questions are answered.

An anonymous reader quotes a report from TechCrunch: The Trump administration is suspending Microsoft, Adobe, and several other technology companies from a program that helps skilled foreign workers obtain permanent residency in the United States, accusing the companies of fraud. "Our message to Microsoft is: You're a great American company, but you've got to hire great American workers," U.S. Vice President JD Vance said in a news conference on Thursday, Reuters reported.

The other firms being suspended from the program include Capgemini, Cognizant, HCL, Infosys, Tata, and Wipro. Secretary of Labor Keith Sonderling said the government would not accept any new or pending permanent labor certification applications involving these companies. H-1B visas are designed for highly skilled positions that employers may struggle to fill with qualified U.S. workers. Tech companies are among the largest users of the program, with nearly three-quarters of approved visas going to workers from India, according to The Associated Press.

Vance also said during the news conference that the administration would investigate nine universities, including Harvard, Yale, and Stanford, over allegations they're abusing a program that allows international students to come to the U.S. and were using the program to undermine wages for American workers. "We believe in the strength and talent of the American workforce," a Microsoft spokesperson said in a statement. "That is why the vast majority of Microsoft employees in the United States are Americans. We look forward to providing the Administration with additional information. For example, of the approximately 6,000 H-1B visa applications we submitted in the last fiscal year, 80% percent were to extend or change the status of existing Microsoft employees."

"These were not to hire new people. The remaining filings for new employees were for individuals already legally in the United States who decided to come work for us, and they equal only 1% of our U.S. workforce. They are not new arrivals to our country."

Ancient Slashdot reader williamyf writes: If you thought the gender pay gap was not real, and that there were no biases in the workplace, think again: A recent study from the University of Limerick found that, in a VR office setting, AI agents -- not even humanoid robots -- that presented themselves as "male" were paid more per task and perceived as more "human-like" than their "female" counterparts, even though both were using the same underlying technology (LLM model, agent, guardrail, and harness). The pay gap was approximately 10%. The study was conducted with 189 people. Small sample, but still, food for thought.

HubSpot is cutting about 7% of its workforce, or roughly 660 employees, as it restructures into what CEO Yamini Rangan described as a "flatter organization" with fewer management layers. Rangan said the layoffs were "not driven by AI-related efficiencies," though AI remains central to HubSpot's strategy as the company adjusts its organization around AI-driven customer outcomes. Fast Company reports: The layoffs come as investors have spent months questioning whether AI will reduce the need for businesses to pay for software like HubSpot's, a fear dubbed the "SaaSpocalypse." HubSpot's platform helps companies manage their customers, sales, and marketing. The company was removed from the FTSE All-World Index (USD) last month after a decline in its stock price, a report from Simply Wall St noted. The stock is down more than 43% this year as of this writing.

Yamini Rangan, CEO of HubSpot, explicitly told employees in a memo that the layoffs were "not driven by AI-related efficiencies." Rather, the aim was to focus on "aligning our organization with our strategy and how we need to operate going forward," Rangan wrote. She added that the goal is to "build a flatter organization with fewer layers" by cutting back on management.

Still, artificial intelligence has been central to the company's concerns. In August, Rangan blamed AI for why the company "got off to a slow start" in April as HubSpot was trying to adjust its product and pricing. "We're in the middle of a real transition to AI, and we are making deliberate choices to lead in it," she said on an earnings call.

The restructuring is estimated to cost between $65 and $75 million, mostly in severance packages. The company said that laid-off employees will receive 20 weeks of base pay, one week per year of service (capped at 30 weeks), five months of COBRA and Modern Health healthcare benefits, and they will be allowed to keep their laptops.

Amazon has removed Alexa voice control for the 3.5mm aux input on several older Echo speakers, meaning users can no longer ask Alexa to play or pause audio coming through the wired connection. It's unclear why the feature was removed. The Verge reports: Ars Technica points to this Reddit poster claiming they received a message from Amazon and says an unnamed spokesperson confirmed the change. When contacted by The Verge, Amazon did not provide an on-the-record statement. The message does not include any explanation for why the feature was removed. It also doesn't mention any changes to audio output functionality like connecting an external speaker to an Echo Dot, and it appears that control of the port from within the app's settings menu still works.

An anonymous reader quotes a report from Ars Technica: VMware customers face multiple obstacles as they rethink their virtualization strategy to reduce dependence on VMware. Today, Rimini Street published its "2026 IT Virtualization Survey -- What's Next for VMware Users." The survey examined 300 organizations worldwide that use VMware. Notably, Rimini sells third-party support for VMware and other software, including Oracle and SAP. That means there's an incentive for Rimini to portray VMware users as experiencing obstacles. However, the survey was also conducted by a third-party research company, Unisphere Research, and the results align with other recent reports about VMware customers. For example, 90 percent of participants in Rimini's survey said they're exploring VMware alternatives due to VMware's higher licensing costs, while 54 percent pointed to Broadcom killing support for perpetual license holders.

Since Broadcom took over VMware, customers have said that their VMware costs increased by as much as 1,000 percent, with many more pointing to more modest price hikes of around 100 to 300 percent. In Rimini's survey, 73 percent of participants pointed to cost savings as a top priority in their virtualization roadmap decisions. In today's announcement, Rimini pointed to "significant barriers to progress" for organizations exploring virtualization options, with the most cited barriers being operational complexity (named by 40 percent of respondents), multi-vendor management challenges (38 percent), securing the increased attack surface (37 percent), and team skills requirements (37 percent). "These findings suggest that while organizations are actively pursuing change, they are also looking for ways to reduce risk and avoid unnecessary disruption," Rimini's announcement said.

[...] Rimini reported that 60 percent of the organizations it surveyed are considering a multi-hypervisor strategy, which is indicative of "growing interest in more flexible, mixed environments that support both operational and financial goals." "In addition, 47 percent are favoring a hybrid IT virtualization environment consisting of hypervisors and containers for 'best of both worlds' workload placement," the announcement said. Rimini noted that 48 percent of respondents aren't planning to move any of their assets to VMware's hybrid cloud platform, Cloud Foundation.