Oracle posted record revenue during its latest quarter, but that hasn't stopped the company from chopping more employees. Reports began appearing on social media early Monday that staff were having trouble accessing corporate systems such as email and Slack, which essentially served as a sign that they had lost their jobs. According to a number of now-ex Oracle employees posting in a LinkedIn thread, layoff emails weren’t sent to personal email addresses, leaving a good number of people unsure what was happening outside of calls to supervisors, prior heads-up that they were on the chopping block, and the like. It seems some employees did manage to access their accounts and view the layoff email, as a copy was shared with Business Insider, which published it in its coverage of this latest round of job cuts. “After careful consideration of Oracle's current business needs, we have made the decision to eliminate your role as part of a broader organizational change,” the email read. “As a result, today is your last working day.” While the message didn’t indicate what sort of severance agreement Oracle was offering those whose jobs were cut, other reports indicate that those caught up in the layoffs were being offered four weeks of pay, plus an additional week for each year of employment. Some of those who claimed on LinkedIn they were part of the layoffs had been at Oracle for 20 years. Oracle has been undertaking a large-scale restructuring of its workforce and business over the past year, with some 21,000 jobs vanishing amid efforts to adjust the company’s trajectory to align with its new AI datacenter buildout mission. It’s not clear how many employees were laid off as part of this latest wave of cuts, but it could be a lot based on Oracle’s accounting. Oracle’s latest quarterly SEC filing, submitted to the federal government at the end of last week, indicates it’s increasing its restructuring budget for 2026 by an additional $700 million. Prior to the end of the quarter, Oracle’s 2026 restructuring plan was expected to cost up to $2.1 billion, primarily due to employee severance, contract termination costs, and other exit expenses, the filing indicated. That’s a fraction of Oracle’s $19.3 billion in revenue in Q1 FY27, ended August 31. Oracle also reported $4.76 billion in net income. Revenue was up about 30 percent year over year. In other words, Oracle’s big bet on AI infrastructure investments has started paying off for it. As is often the case when such investments start paying dividends, the employees who helped make that possible end up being cast into the wind. Oracle didn’t respond to questions for this story. ®
Microsoft has entered the final phase of retiring Azure SQL Data Sync, blocking new deployments in subscriptions that have never used the service. The restriction took effect on September 9, ahead of the service's shutdown on September 30, 2027. Subscriptions that already use the service can continue creating, modifying, and managing sync groups and member databases until retirement. Other subscriptions can no longer adopt it. The service uses a hub-and-spoke model, with an Azure SQL database serving as the hub and other databases joining its synchronization group. Members can be other Azure SQL databases or on-premises SQL Server databases, which require a sync agent. A conflict resolution policy determines whether the hub or member database takes precedence when changes clash. SQL Data Sync supports scenarios including hybrid environments, in which applications and databases are split between local infrastructure and Azure, as well as geographically distributed applications. Microsoft acknowledged that customers will need to choose among several possible replacements. It offered little technical explanation for the retirement, referring only to evolving "operational, security, and compliance requirements." Microsoft announced the retirement two years ago, but blocking first-time deployments gives customers another reason to begin planning their transition. Microsoft lists alternatives including Azure Data Factory, Azure Functions, read replicas, linked servers, database mirroring, availability groups, and transactional replication. However, it noted that "there is no single replacement that maps to every SQL Data Sync configuration." Existing users have just over a year to migrate before the final cutoff. Those without a migration plan will need one before the service shuts down. ®
Late last week, word started leaking that the National Institutes of Health (NIH) had reached an agreement with the Department of Defense that would see part of the NIH's budget used to fund research at the Department of Defense. So, on the Friday just prior to a US holiday weekend, the Department of Defense released a copy of the agreement and confirmed that it had been signed roughly a month earlier. The move is striking for a number of reasons, ranging from the existing budget disparities between the two parties involved to the fact that the money would be used for projects that the current NIH leadership has explicitly rejected.
The agreement itself sets up a system where the NIH would transfer money to the Department of Defense to fund staff and projects that would "support the advanced development of medical countermeasures against pandemic influenza, chemical, biological, radiological, and nuclear (CBRN) threats, and emerging infectious diseases." The money would come out of the budget for the NIH's National Institute of Allergy and Infectious Diseases, or NIAID, to which Congress has allocated $6.6 billion in 2026. The agreement is set to run for a decade.
Left unspecified is just how much of the NIAID budget will be spent on Defense projects. Reporting by Nature suggests that the Department of Defense was looking for up to a third of its total budget but was being told to settle for about 10 percent. There's obviously an enormous disparity between the budgets of these two agencies, given that the 2026 Defense budget is roughly $1 trillion. That budget is under considerable strain, however, due to the open-ended nature of the conflict with Iran. The deal has also been announced at a time when the NIH has been struggling to issue sufficient grants to use the money that Congress allocated to it.
XREAL has been teasing its Android XR glasses for over a year, but now they're finally close to launch. I got to try them on ahead of their expected fall release, and in many ways they're extremely impressive — but also make the limitations of modern mixed reality (XR) wearables very clear.
Compare 12 Ray-Ban Meta alternatives for AI, privacy, sports and displays, including their key features, prices and trade-offs, to find the right pair.
PostgreSQL 19 is set to add standardized SQL syntax for querying property graphs. The open source database has steadily grown in popularity over the last five years, becoming the most popular among developers for the first time in 2023. Speaking to The Register, Alastair Turner, PostgreSQL evangelist at open source consultancy Percona, said the property graph query support in PostgreSQL 19 – due later this month or early October – resulted from collaboration among several of the database's largest contributors. Graph databases store data as nodes, relationships, and properties rather than tables or documents. They have advantages for certain workloads, but adopting one can mean adding another DBMS to the technology stack. The relational database has been acquiring graph query capabilities for some time, but PostgreSQL 19 is set to go further, Turner explained. "All the rest of it has sort of been done through Object Relational Mapping over the top. This is actually baked-in graph syntax. It comes from the SQL 2023 standard." Turner said the implementation was "very heavily influenced" by some of the engineers behind OpenCypher, the open source query language for graph databases. The work also involved PostgreSQL committers who sit on the SQL standards committee. "This is one of the most interesting developments because it's one of the big multi-vendor collaborations. There was lots of coding and review work across quite a few of the big contributors," he said. The new capability implements SQL/PGQ, which became part of the SQL standard in 2023. "It's on the right path," Turner said. "The SQL community and the PostgreSQL community are going to try to optimize everything." However, he added that the implementation "still needs one or two additional syntax features" before it can displace dedicated graph databases for a significant number of workloads. Turner said: "The current implementation creates queries across node-edge graphs to satisfy those requests. So some of them perform very well. What's going to have to happen in the next iteration or two is that indexing add-ons catch up to improve the performance." ®
Not long ago, I rented an SUV from a well-known car rental company. Within hours of an employee scanning my driver's license, a high-resolution scan of my ID was available for sale on the dark web.
An exposé published Tuesday by KrebsOnSecurity reports that my license was one of more than 153 million that were available through Nexus, the name of the new ID theft service. Like other driver's licenses available there—including some belonging to journalist Brian Krebs, his mother, an FBI assistant director, and several security researchers—my license was purported to include multiple image files showing both the front and back of the ID. Besides a basic image scan, the files also captured the images in the infrared and ultraviolet spectrums. Presumably, the additional formats may allow cloned-based counterfeit IDs to pass hologram tests.
Growing by the day
Besides advertising the availability of driver's licenses, Nexus offered to sell a bevy of other forms of ID. They included:
On Friday, The Verge reported that Meta closed a loophole that made it easy for smart glasses users to cover up an LED light that is supposed to alert bystanders that the device is actively recording. Meta had previously deactivated recording if a user attempted to start capturing video after placing a sticker over the light, but people quickly learned that they could get around that by reversing the order of the steps and covering up the light after they started recording.
In a post on Threads, Meta’s executive vice president of wearables, Alex Himel, explained that an update would be rolled out soon that ensures that “the camera will now stop working if the light is covered during a recording." That way “the capture LED can reliably alert bystanders when photos or videos are being captured for someone’s gallery,” Himel said.
Earlier this year, Meta created a “plan” to reduce some of its teams by as much as 60 percent to make the company “AI native,” Reuters reported today, citing two people familiar with Meta’s internal affairs.
Reuters’ report highlights the challenges organizations face when analyzing the best uses for AI and determining when the technology is a better fit for certain tasks than employees.
Meta confirmed to Reuters that the plan, reportedly codenamed Project OT (short for organization transformation), explored scenarios in which Meta reduced some team headcounts by 60 percent and that the plan called for two rounds of layoffs. Meta wouldn’t confirm which teams Project OT affected.
DuckDB creators Mark Raasveldt, left, and Hannes Mühleisen. (DuckLabs Photo)
Amazon has agreed to acquire DuckLabs, the company behind DuckDB, the fast-growing open-source database that has become a favorite of developers looking to analyze large amounts of data without the cost and setup of a cloud data warehouse.
Employees of DuckLabs will join Amazon Web Services, including co-founders and DuckDB creators Hannes Mühleisen and Mark Raasveldt, who will continue leading the team and setting the project’s technical direction. They will remain based in Amsterdam, where the team will continue developing DuckDB and related projects.
Amazon says it is not acquiring the DuckDB open-source project itself. DuckDB will remain free and open source under the MIT license, overseen by the nonprofit DuckDB Foundation, as will the related DuckLake and Quack projects, according to DuckLabs.
Financial terms were not disclosed. Amazon said it has signed a definitive agreement and expects the acquisition to close shortly. DuckLabs said it expects to become part of AWS in early September.
Larger shifts in cloud data
The deal fits Amazon’s broader push to turn S3, its flagship cloud storage service, into a place where customers analyze data rather than just store it. It gives Amazon a team experienced in building fast, lightweight analytics software that runs directly against data sitting in cloud storage.
The move comes as the data industry shifts toward keeping information in open formats in cloud storage, where it can be queried directly rather than loaded into a separate warehouse.
The shift puts pressure on companies like Snowflake and Databricks, which sell the compute and governance layer on top of stored data. Both are major AWS partners as well as competitors, with large numbers of customers running on Amazon’s cloud.
AI has raised the stakes, driving up both the volume of data companies keep in the cloud and the cost of analyzing it. Amazon says DuckDB is a natural fit for AI agents, which query data much the way people do, poking and experimenting with small sets before deciding what they want.
DuckLabs said it has worked closely with AWS in recent years, including on DuckDB support for Amazon’s S3 Tables and SageMaker Lakehouse.
“DuckDB is an incredible open source project with an amazing community; it is broadly used and very much loved by S3 customers today,” said Andy Warfield, an AWS vice president and distinguished engineer, in a press release announcing the deal.
‘That’s Amazon’s playbook’
One of the companies watching closely is in Seattle. MotherDuck, which sells a cloud service built on DuckDB, was founded in partnership with the DuckLabs team and has worked with it closely for four years. Three of its engineers are among the top 10 outside contributors to the DuckDB project.
MotherDuck CEO Jordan Tigani. (LinkedIn Photo)
In a blog post Wednesday, MotherDuck CEO Jordan Tigani said Amazon is following a familiar pattern. “That’s Amazon’s playbook, after all: wait until an open source project gets big enough, then launch it as a service,” wrote Tigani, who helped start Google’s BigQuery and spent a decade there before co-founding MotherDuck in 2022.
He expects Amazon to do exactly that with DuckDB: “After all, they’re not acquiring Duck Labs just because they love open source,” he wrote. “We welcome the competition.”
He said the deal is likely to be good for DuckDB, because Amazon has a financial reason to keep the project open and healthy. “If DuckDB becomes the standard, it is going to drive a lot more compute on their infrastructure, which is where they make their money,” he wrote.
Tigani said DuckLabs is being kept as a wholly owned subsidiary with its organization intact, and that the DuckDB Foundation has “iron clad control over the DuckDB IP.”
MotherDuck also said it is now offering enterprise support for DuckDB — which it had previously steered clear of to avoid competing with DuckLabs. Tigani said the company has Mühleisen and Raasveldt’s “explicit blessing” to take it on now that they are joining Amazon.
Five years, no venture capital
DuckLabs was founded a little more than five years ago as a long-term home for the DuckDB development team. The company turned down venture capital, stayed owned by its founders and employees, and grew to more than 30 people in Amsterdam, funding itself through support and feature-development contracts.
In a blog post, Mühleisen and Raasveldt wrote that they had come to worry DuckDB’s growth would outpace their ability to support it, and that their small company “could become a bottleneck for the project.” Building a larger sales and operations organization, they wrote, would have pulled the team away from the technical work that made DuckDB successful.
Nine days before the acquisition was announced, Mühleisen and Raasveldt published a preview of DuckDB 2.0, due this fall, declaring that the release “kicks off the year of DuckDB as a server.” It adds Quack, which lets one DuckDB instance serve data to others over a network, along with work aimed at speeding up queries against data held in object storage such as S3.
DuckLabs said the DuckDB Foundation will add a technical advisory board, giving leading community members input on the project’s technical direction. The company also plans to let DuckDB run extensions signed by outside developers and organizations.
For years, AI industry watchers of all stripes have been warning of a coming jobs apocalypse driven by ultra-intelligent AI systems that will be able to replicate most human tasks more cheaply. Now, newly updated research from Stanford University economists suggests AI seems to be causing significant entry-level job losses for younger workers in some fields, even as older workers appear largely unaffected so far.
The August 2026 edition of "Canaries in the Coal Mine? Six Facts about the Recent Employment Effects of Artificial Intelligence" updates and revises a paper of the same name published last year with fresh data and refined statistics. In that update, the Stanford researchers find the employment trends they identified for entry-level workers last year are persisting and expanding. Specifically, employment levels for workers ages 22 to 25 in the most "AI-exposed" occupations are now 19 percent below those of their peers in fields less exposed to AI disruption.
Our leading hypothesis for how our memories are stored is that when you learn something, the connections among neurons involved get stronger and physically larger, and that constitutes the memory. The trouble is that these connections significantly change over time—they’re plastic.
“If you compare the arrangement of these connections on day one with the same on day four or five, it's very, very different," says Kazumasa Tanaka, a neuroscientist at the Okinawa Institute of Science and Technology Graduate University in Japan. To learn how a memory that can last for years can sit on hardware that shifts every few days, Tanaka’s team made the shift a bit more dramatic. In a recent Science study, they induced a hibernation-like state in mice, which basically erased the state of more than half of their synapses. And yet the mice apparently have kept their memories.
Hibernation on demand
Hibernation is a specialty of squirrels, hamsters, and bears, but the neural circuit that triggers it is conserved across mammals, and is present in species that never hibernate in the wild—like mice. In June 2020, a team of researchers led by Takeshi Sakurai, a neuroscientist at the University of Tsukuba and a collaborator on Tanaka’s study, developed a technique to artificially activate this hibernation circuit. This can be done by activating a population called Q neurons in a region of the hypothalamus.
RayNeo's iOS Smart Glasses slip a tiny MicroLED display into your line of sight, offering live translation, 112-language dictation, and an AI memory log, all for $479.
Login
