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Scale AI is laying off 14% of its workforce and 500 contractors as part of a major restructuring just weeks after Meta bought a 49% stake and absorbed its CEO into a new superintelligence lab. The Verge reports: Jason Droege, CEO of Scale AI, sent an email to all Scale employees today, which was viewed by The Verge. Droege said he plans to restructure several parts of Scale's generative AI business and organize it from 16 pods to "the five most impactful": code, languages, experts, experimental, and audio. The company will also reorganize its go-to-market team into a single "demand generation" team that will have four pods, each covering a specific set of customers. "The reasons for these changes are straightforward: we ramped up our GenAI capacity too quickly over the past year," Droege wrote. "While that felt like the right decision at the time, it's clear this approach created inefficiencies and redundancies. We created too many layers, excessive bureaucracy, and unhelpful confusion about the team's mission. Shifts in market demand also required us to re-examine our plans and refine our approach." Droege said that he believes the changes to the company will make it more able to adapt to market shifts, serve existing customers, and win back customers that have "slowed down" work with Scale. He also said that the company would deprioritize generative AI projects with less growth potential. "We remain a well-resourced, well-funded company," he wrote. Scale's generative AI business unit will have an all-hands meeting tomorrow, followed by a company-wide meeting on July 18th. Osborne said that Scale plans to increase investment and hire hundreds of new employees in areas like enterprise, public sector, and international public sector, in the second half of 2025 and that severance has been paid out to impacted roles. "We're streamlining our data business to help us move faster and deliver even better data solutions to our GenAI customers," he said.

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Longtime Slashdot reader bobdevine shares a report from OSTechNix: For the first time, Linux has officially broken the 5% desktop market share barrier in the United States of America! It's a huge milestone for open-source and our fantastic Linux community. While many might think of Linux as a niche choice, this new data shows a significant shift is happening. According to the latest StatCounter Global Stats for June 2025, Linux now holds 5.03% of the desktop operating system market share in the United United States of America. This is fantastic news! [...] One truly satisfying detail for me? Linux has finally surpassed the "Unknown" category in the USA! It shows that our growth is clear and recognized. "It took eight years to go from 1% to 2% (by April 2021), then just 2.2 years to reach 3% (June 2023), and a mere 0.7 years to hit 4% (February 2024)," notes the report. "Now, here we are, at over 5% in the USA! This exponential growth suggests that we're on a promising upward trend."

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An anonymous reader quotes a report from TechCrunch: Security researchers say Chinese authorities are using a new type of malware to extract data from seized phones, allowing them to obtain text messages -- including from chat apps such as Signal -- images, location histories, audio recordings, contacts, and more. In a report shared exclusively with TechCrunch, mobile cybersecurity company Lookout detailed the hacking tool called Massistant, which the company said was developed by Chinese tech giant Xiamen Meiya Pico. Massistant, according to Lookout, is Android software used for the forensic extraction of data from mobile phones, meaning the authorities using it need to have physical access to those devices. While Lookout doesn't know for sure which Chinese police agencies are using the tool, its use is assumed widespread, which means Chinese residents, as well as travelers to China, should be aware of the tool's existence and the risks it poses. [...] The good news ... is that Massistant leaves evidence of its compromise on the seized device, meaning users can potentially identify and delete the malware, either because the hacking tool appears as an app, or can be found and deleted using more sophisticated tools such as the Android Debug Bridge, a command line tool that lets a user connect to a device through their computer. The bad news is that at the time of installing Massistant, the damage is done, and authorities already have the person's data. "It's a big concern. I think anybody who's traveling in the region needs to be aware that the device that they bring into the country could very well be confiscated and anything that's on it could be collected," said Kristina Balaam, a researcher at Lookout who analyzed the malware. "I think it's something everybody should be aware of if they're traveling in the region."

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Steam has begun banning games that violate the payment rules of banks and card networks, targeting adult content in particular -- especially titles with extreme or controversial themes. Engadget reports: The new clause states that "content that may violate the rules and standards set forth by Steam's payment processors and related card networks and banks, or internet network providers" is not allowed and could result in removal from the platform. In other words, if credit card companies get mad about something, they could actually have the power to ban a game. The clause goes on to say that this will affect "certain kinds of adult-only content." This has likely already resulted in many games being pulled off the platform. SteamDB doesn't give a reason for these removals, but the timing does match up.

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OpenAI has added Google Cloud as a provider for ChatGPT and its API, expanding beyond Microsoft to address growing demand for computing power. CNBC reports: OpenAI has added Google to a list of suppliers, specifying that ChatGPT and its application programming interface will use the Google Cloud Platform, as well as Microsoft, CoreWeave and Oracle. The announcement amounts to a win for Google, whose cloud unit is younger and smaller than Amazon's and Microsoft's. Google also has cloud business with Anthropic, which was established by former OpenAI executives. The Google infrastructure will run in the U.S., Japan, the Netherlands, Norway and the United Kingdom.

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An anonymous reader quotes a report from Android Authority: Italian YouTuber Once Were Nerd covers a variety of retro gaming topics, but his reviews of ANBERNIC devices appear to be the straw that broke the camel's back. According to the video [here], customs enforcement officers from the Guardia di Finanza showed up at his home and office on April 15 with a search warrant to investigate promotion of pirated copyrighted materials. They seized a variety of ANBERNIC, Powkiddy, and TrimUI gaming handhelds from his collection. In total, more than 30 consoles were taken. The creator, assuming he didn't do anything wrong, complied with demands, providing full transcripts of his conversations and chats with gaming handheld manufacturers. The officers also took his phone, promising to return it in a few days. It was returned two months later, on June 15. According to the video, officials are not required to disclose what exactly the charges are or who has brought them until the initial investigation is complete under Italian law. At that point, the case is either dismissed or goes to trial. The complaint specifically mentions reproduction of copyrighted material from Nintendo and Sony, but the case may originate from the agency itself. However, in the meantime officials have the option to shut down his channel, even before proving any wrongdoing. This is a scary prospect for any creator who has spent years building a channel, and unlike YouTube copyright strikes, there's likely no remedy. Currently, officials contest that his reviews of ANBERNIC devices like the RG Slide, which often, but not always, ship with microSD cards filled with copyrighted ROMs, are punishable under Article 171 ter of the Italian Copyright Law. This law, which was originally written in 1941, allows for a maximum punishment of 15,000 euros (or 30 million Italian Lira, since the law pre-dates the Euro) and three years of jail time.

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The abstract of a paper featured on NBER: Most U.S. innovation output originates from firms that operate R&D facilities across multiple local markets. We study how this geographic structure influences aggregate innovation and growth, and whether it is socially optimal. First, we develop an endogenous growth model featuring multi-market innovative firms that generate knowledge spillovers to geographically proximate firms. In equilibrium, firms may operate in too few or too many local markets, depending on how sensitive are the local spillovers they generate to their local size. Second, to quantify these effects, we link the model to data on firms' R&D locations, patents, and citation networks. Using an event-study design, we show that firms' spatial expansion increases spillovers to other firms and estimate how these spillovers depend on a firm's local footprint. Our estimates imply that U.S. innovative firms operate in too few markets relative to the social optimum. Third, using quantitative counterfactuals, we find that policies promoting broader spatial scope yield larger welfare gains than standard R&D subsidies. Moreover, unlike R&D subsidies, such policies can also reduce regional inequality.

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Version 0.50.0 of Hyprland, a compositor for Wayland, has been released. Changes include a new render-scheduling option that "can drastically improve FPS on underpowered devices, while coming at no performance or latency cost when the system is doing alright", an option to exclude applications from screen sharing, a new test suite, and more.

VMware has notified partners that its current channel program will end, replacing it with an invitation-only system that significantly reduces the number of authorized partners. Partners not invited to the new VMware Cloud Service Provider program would have received non-renewal notices on July 15, 2025, and can continue transactions only until October 31, 2025, after which they may service existing contracts through their current terms. The company is also ending its White Label program on October 31, 2025. The changes mark the second major partner program overhaul in 18 months, following Broadcom's January 2024 decision to terminate partners operating VMware-powered clouds with fewer than 3,500 processor cores.

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BrianFagioli writes: Meta has partnered with Amrize and the University of Illinois to develop an "AI-optimized" concrete mix that cuts carbon by 35% for its new data center.

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Linux users who have Secure Boot enabled on their systems knowingly or unknowingly rely on a key from Microsoft that is set to expire in September. After that point, Microsoft will no longer use that key to sign the shim first-stage UEFI bootloader that is used by Linux distributions to boot the kernel with Secure Boot. But the replacement key, which has been available since 2023, may not be installed on many systems; worse yet, it may require the hardware vendor to issue an update for the system firmware, which may or may not happen. It seems that the vast majority of systems will not be lost in the shuffle, but it may require extra work from distributors and users.

Fedora's NeuroFedora special-interest group (SIG) is considering a change of strategy when it comes to packaging Python modules. The SIG, which consists of three active members, is struggling to keep up with maintaining the hundreds of packages that it has taken on. What's more, it's not clear that the majority of packages are even being consumed by Fedora users; the group is trying to determine the right strategy to meet its goals and shed unnecessary work. If its new packaging strategy is successful, it may point the way to a more sustainable model for Linux distributions to provide value to users without trying to package everything under the sun.

Security updates have been issued by Oracle (cloud-init, emacs, firefox, glib2, go-toolset:rhel8, kernel, lz4, python-setuptools, python3.11-setuptools, python3.12-setuptools, and socat), Red Hat (fence-agents, glib2, glibc, java-17-openjdk, kernel, kernel-rt, python-setuptools, python3.11-setuptools, and python3.12-setuptools), Slackware (libxml2), SUSE (glib2, gpg2, kernel, libxml2, poppler, rmt-server, runc, stalld, and xen), and Ubuntu (jpeg-xl).

Software in the Public Interest has released its annual report for 2024. It includes reports from the long list of projects housed under the SPI umbrella, but the financial statements are not included at this time.

Loadable kernel modules require access to kernel data structures and functions to get their job done; the kernel provides this access by way of exported symbols. Almost since this mechanism was created, there have been debates over which symbols should be exported, and how. The 6.16 kernel gained a new export mechanism that limits access to symbols to specific kernel modules. That code is likely to change soon, but the addition of an enforcement mechanism has since been backed out.

Security updates have been issued by Debian (ffmpeg), Fedora (gnutls, linux-firmware, mingw-djvulibre, mingw-python-requests, and salt), Mageia (qtimageformats6), Oracle (gnome-remote-desktop, golang, kernel, libxml2, and perl-File-Find-Rule), SUSE (gstreamer-plugins-base, gstreamer-plugins-good, kernel, and protobuf), and Ubuntu (apport, glibc, gnutls28, and roundcube).

Parrot is a Debian-based distribution with an emphasis on security improvement and tools; the 6.4 release is now available. "Many tools, like Metasploit, Sliver, Caido and Empire received important updates, the Linux kernel was updated to a more recent version, and the latest LTS version of Firefox was provided with all our privacy oriented patches.".

The 6.12.38, 6.6.98, 6.1.145, and 5.15.188 stable kernel updates have been released, each contains a single AMD-related fix. "Only users of AMD x86-based processors need to upgrade, all others may skip this release".

Performance of Python programs has been a major focus of development for the language over the last five years or so; the Faster CPython project has been a big part of that effort. One of its subprojects is to add an experimental just-in-time (JIT) compiler to the language; at last year's PyCon US, project member Brandt Bucher gave an introduction to the copy-and-patch JIT compiler. At PyCon US 2025, he followed that up with a talk on "What they don't tell you about building a JIT compiler for CPython" to describe some of the things he wishes he had known when he set out to work on that project. There was something of an elephant in the room, however, in that Microsoft dropped support for the project and laid off most of its Faster CPython team a few days before the talk.

Security updates have been issued by Debian (redis and thunderbird), Fedora (cef, git, gnutls, httpd, linux-firmware, luajit, mingw-djvulibre, mingw-python-requests, perl, php, python-requests, python3.6, salt, and selenium-manager), Mageia (dpkg, firefox, gnupg2, and golang), Slackware (httpd and kernel), SUSE (afterburn, cmctl, git, go1.23, go1.24, k9s, liboqs-devel, libxml2, php8, python36, trivy, and xen), and Ubuntu (linux-xilinx-zynqmp and nix).