OpenAI outperforms Anthropic in terms of intelligence-per-cost
Anthropic currently holds a slight lead in raw model intelligence with Claude 3.5 Sonnet, yet a critical decision to limit infrastructure investment two years ago has created significant service hurdles. While Anthropic struggles with capacity constraints that limit user quotas, OpenAI is leveraging its superior compute reserves to offer more generous access and frequent usage resets. This disparity is forcing developers to choose between the highest benchmark performance and the practical reliability of more accessible platforms.
Source
👉@sysadminoff
https://4sysops.com/archives/openai-outperforms-anthropic-in-terms-of-intelligence-per-cost/
Anthropic currently holds a slight lead in raw model intelligence with Claude 3.5 Sonnet, yet a critical decision to limit infrastructure investment two years ago has created significant service hurdles. While Anthropic struggles with capacity constraints that limit user quotas, OpenAI is leveraging its superior compute reserves to offer more generous access and frequent usage resets. This disparity is forcing developers to choose between the highest benchmark performance and the practical reliability of more accessible platforms.
Source
👉@sysadminoff
https://4sysops.com/archives/openai-outperforms-anthropic-in-terms-of-intelligence-per-cost/
📰 Linus Torvalds Reaffirms That Linux Is Not "Anti-AI" & Not A "Social Warrior" Project
Overnight Linux creator Linus Torvalds wrote another well crafted message that reaffirms the Linux kernel position of not being against AI and lashing back against some kernel developers that are against AI/LLM usage within the kernel project...
🔗 Source:
#kernel #linux
👉@sysadminoff
https://www.phoronix.com/news/Linux-Is-Not-Anti-AI
Overnight Linux creator Linus Torvalds wrote another well crafted message that reaffirms the Linux kernel position of not being against AI and lashing back against some kernel developers that are against AI/LLM usage within the kernel project...
🔗 Source:
#kernel #linux
👉@sysadminoff
https://www.phoronix.com/news/Linux-Is-Not-Anti-AI
Phoronix
Linus Torvalds Reaffirms That Linux Is Not "Anti-AI" & Not A "Social Warrior" Project
Overnight Linux creator Linus Torvalds wrote another well crafted message that reaffirms the Linux kernel position of not being against AI and lashing back against some kernel developers that are against AI/LLM usage within the kernel project.
Обновление NTFS-3G 2026.7.7 с устранением 9 уязвимостей
Опубликован релиз пакета NTFS-3G 2026.7.7, включающего свободный драйвер, работающий в пространстве пользователя с использованием механизма FUSE, и комплект утилит ntfsprogs для манипуляций с разделами NTFS. Код проекта распространяется под лицензией GPLv2. В новой версии устранено 9 уязвимостей, которые могут привести к выполнению кода с правами root при обработке специально оформленных разделов или дисковых образов с ФС NTFS.
👉@sysadminoff
https://www.opennet.ru/opennews/art.shtml?num=65911
Опубликован релиз пакета NTFS-3G 2026.7.7, включающего свободный драйвер, работающий в пространстве пользователя с использованием механизма FUSE, и комплект утилит ntfsprogs для манипуляций с разделами NTFS. Код проекта распространяется под лицензией GPLv2. В новой версии устранено 9 уязвимостей, которые могут привести к выполнению кода с правами root при обработке специально оформленных разделов или дисковых образов с ФС NTFS.
👉@sysadminoff
https://www.opennet.ru/opennews/art.shtml?num=65911
agentOS: Run AI Agents in a Secure Linux Sandbox
The post agentOS: Run AI Agents in a Secure Linux Sandbox first appeared on Tecmint: Linux Howtos, Tutorials & Guides .I burned through half of my E2B sandbox budget in just two weeks by spinning up containers for AI agents
The post agentOS: Run AI Agents in a Secure Linux Sandbox first appeared on Tecmint: Linux Howtos, Tutorials & Guides.
👉@sysadminoff
https://www.tecmint.com/agentos-run-ai-coding-agents-secure-linux-sandbox/
The post agentOS: Run AI Agents in a Secure Linux Sandbox first appeared on Tecmint: Linux Howtos, Tutorials & Guides .I burned through half of my E2B sandbox budget in just two weeks by spinning up containers for AI agents
The post agentOS: Run AI Agents in a Secure Linux Sandbox first appeared on Tecmint: Linux Howtos, Tutorials & Guides.
👉@sysadminoff
https://www.tecmint.com/agentos-run-ai-coding-agents-secure-linux-sandbox/
agentOS: Run AI Agents in a Secure Linux Sandbox
agentOS : A Lightweight Linux Sandbox for AI Agents
Learn how to install and use agentOS on Linux to run AI agents and Linux commands in a fast, secure, lightweight sandbox using Node.js.
В OpenBSD устранена локальная уявзимость, позволяющая получить права root
Проект OpenBSD опубликовал исправление уязвимости (CVE-2026-57589) в ядре, затрагивающей реализацию системных вызовов для работы с семафорами System V (sem). Проблема вызвана обращением к уже освобождённой памяти в функции sys_semget() и может эксплуатироваться для получения прав root непривилегированным локальным пользователем в конфигурации по умолчанию.
👉@sysadminoff
https://www.opennet.ru/opennews/art.shtml?num=65867
Проект OpenBSD опубликовал исправление уязвимости (CVE-2026-57589) в ядре, затрагивающей реализацию системных вызовов для работы с семафорами System V (sem). Проблема вызвана обращением к уже освобождённой памяти в функции sys_semget() и может эксплуатироваться для получения прав root непривилегированным локальным пользователем в конфигурации по умолчанию.
👉@sysadminoff
https://www.opennet.ru/opennews/art.shtml?num=65867
📰 A moment of silence, please, for the final release of Debian on x86-32
New Debian versions hit FOSSland in the form of 13.6 and 12.15.
🔗 Source:
#debian
👉@sysadminoff
https://www.theregister.com/os-platforms/2026/07/15/a-moment-of-silence-please-for-the-final-release-of-debian-on-x86-32/5271198
New Debian versions hit FOSSland in the form of 13.6 and 12.15.
🔗 Source:
#debian
👉@sysadminoff
https://www.theregister.com/os-platforms/2026/07/15/a-moment-of-silence-please-for-the-final-release-of-debian-on-x86-32/5271198
theregister
A moment of silence, please, for the final release of Debian on x86-32
New Debian versions hit FOSSland in the form of 13.6 and 12.15
Microsoft sets October 2026 retirement for Windows 11 24H2 and Windows 10 LTSB
Microsoft has issued a formal reminder that Windows 11 version 24H2 for Home and Pro editions will reach the end of its servicing period on October 13, 2026. After this deadline, these consumer-focused versions will no longer receive monthly security patches, non-security quality updates, or technical assistance. Organizations using the Enterprise or Education editions of version 24H2 are granted a longer lifecycle, with support extending until October 12, 2027.
Source
👉@sysadminoff
https://4sysops.com/archives/microsoft-sets-october-2026-retirement-for-windows-11-24h2-and-windows-10-ltsb/
Microsoft has issued a formal reminder that Windows 11 version 24H2 for Home and Pro editions will reach the end of its servicing period on October 13, 2026. After this deadline, these consumer-focused versions will no longer receive monthly security patches, non-security quality updates, or technical assistance. Organizations using the Enterprise or Education editions of version 24H2 are granted a longer lifecycle, with support extending until October 12, 2027.
Source
👉@sysadminoff
https://4sysops.com/archives/microsoft-sets-october-2026-retirement-for-windows-11-24h2-and-windows-10-ltsb/
📰 AMD ROCm 7.14 Announced As New Production Release, Ryzen AI 400 Series Support
As a follow-up to the article over ROCm 7.14 being tagged, AMD has formally announced the availability of ROCm 7.14 and it's their new production release rather than being a tech preview...
🔗 Source:
#amd
👉@sysadminoff
https://www.phoronix.com/news/AMD-ROCm-7.14
As a follow-up to the article over ROCm 7.14 being tagged, AMD has formally announced the availability of ROCm 7.14 and it's their new production release rather than being a tech preview...
🔗 Source:
#amd
👉@sysadminoff
https://www.phoronix.com/news/AMD-ROCm-7.14
Phoronix
AMD ROCm 7.14 Announced As New Production Release, Ryzen AI 400 Series Support
As a follow-up to the article over ROCm 7.14 being tagged, AMD has formally announced the availability of ROCm 7.14 and it's their new production release rather than being a tech preview.
Доступен язык программирования Perl 5.44
После года разработки опубликован релиз новой стабильной ветки языка программирования Perl - 5.44. При подготовке нового выпуска было изменено около 270 тысяч строк кода (без документации и автоматически сгенерированного кода - 110 тысяч), изменения затронули 860 файлов, в разработке принял участие 71 разработчик.
👉@sysadminoff
https://www.opennet.ru/opennews/art.shtml?num=65912
После года разработки опубликован релиз новой стабильной ветки языка программирования Perl - 5.44. При подготовке нового выпуска было изменено около 270 тысяч строк кода (без документации и автоматически сгенерированного кода - 110 тысяч), изменения затронули 860 файлов, в разработке принял участие 71 разработчик.
👉@sysadminoff
https://www.opennet.ru/opennews/art.shtml?num=65912
📰 Meet Caerus, a Synaptic-Like GTK4 Package Manager for Void Linux
Caerus is a new GTK4 graphical front end for Void Linux’s XBPS, offering package search, bulk actions, transaction previews, and system maintenance tools.
🔗 Source:
#linux
👉@sysadminoff
https://linuxiac.com/meet-caerus-a-synaptic-like-gtk4-package-manager-for-void-linux/
Caerus is a new GTK4 graphical front end for Void Linux’s XBPS, offering package search, bulk actions, transaction previews, and system maintenance tools.
🔗 Source:
#linux
👉@sysadminoff
https://linuxiac.com/meet-caerus-a-synaptic-like-gtk4-package-manager-for-void-linux/
Linuxiac
Meet Caerus, a Synaptic-Like GTK4 Package Manager for Void Linux
Caerus is a new GTK4 graphical front end for Void Linux’s XBPS, offering package search, bulk actions, transaction previews, and system maintenance tools.
📰 SteamOS 3.8.15 brings a performance fix and SteamOS 3.8.23 Beta is out too
Valve released two new versions of SteamOS Linux - SteamOS 3.8.23 Beta and SteamOS 3.8.15. Here's all that's changed for Steam Deck, Steam Machine and others.Read the full article on GamingOnLinux.
🔗 Source:
#linux #steam
👉@sysadminoff
https://www.gamingonlinux.com/2026/07/steamos-3-8-15-brings-a-performance-fix-and-steamos-3-8-23-beta-is-out-too/
Valve released two new versions of SteamOS Linux - SteamOS 3.8.23 Beta and SteamOS 3.8.15. Here's all that's changed for Steam Deck, Steam Machine and others.Read the full article on GamingOnLinux.
🔗 Source:
#linux #steam
👉@sysadminoff
https://www.gamingonlinux.com/2026/07/steamos-3-8-15-brings-a-performance-fix-and-steamos-3-8-23-beta-is-out-too/
GamingOnLinux
SteamOS 3.8.15 brings a performance fix and SteamOS 3.8.23 Beta is out too
Valve released two new versions of SteamOS Linux - SteamOS 3.8.23 Beta and SteamOS 3.8.15. Here's all that's changed for Steam Deck, Steam Machine and others.
📰 You, too, can build this e-ink typewriter that runs off a Raspberry Pi Zero
It even has wheels you can turn to scroll through your "paper.".
🔗 Source:
#raspberry
👉@sysadminoff
https://www.xda-developers.com/you-too-can-build-this-e-ink-typewriter-that-runs-off-a-raspberry-pi-zero/
It even has wheels you can turn to scroll through your "paper.".
🔗 Source:
#raspberry
👉@sysadminoff
https://www.xda-developers.com/you-too-can-build-this-e-ink-typewriter-that-runs-off-a-raspberry-pi-zero/
XDA
You, too, can build this e-ink typewriter that runs off a Raspberry Pi Zero
It even has wheels you can turn to scroll through your "paper."
📰 Proton Experimental brings fixes for Diablo IV, Marvel Rivals, RPGMaker Engine games
Valve launched the latest update to Proton Experimental to bring more fixes for running Windows games on SteamOS / Linux including Steam Deck and Steam Machine.Read the full article on GamingOnLinux.
🔗 Source:
#linux #proton #steam
👉@sysadminoff
https://www.gamingonlinux.com/2026/07/proton-experimental-brings-fixes-for-diablo-iv-marvel-rivals-rpgmaker-engine-games/
Valve launched the latest update to Proton Experimental to bring more fixes for running Windows games on SteamOS / Linux including Steam Deck and Steam Machine.Read the full article on GamingOnLinux.
🔗 Source:
#linux #proton #steam
👉@sysadminoff
https://www.gamingonlinux.com/2026/07/proton-experimental-brings-fixes-for-diablo-iv-marvel-rivals-rpgmaker-engine-games/
GamingOnLinux
Proton Experimental brings fixes for Diablo IV, Marvel Rivals, RPGMaker Engine games
Valve launched the latest update to Proton Experimental to bring more fixes for running Windows games on SteamOS / Linux including Steam Deck and Steam Machine.
📰 Immutable Linux distros are not the only way to build a system you can't break
Immutability is great, but Snapshots do most of what a beginner is looking for and leaves the rest alone.
🔗 Source:
#linux
👉@sysadminoff
https://www.xda-developers.com/btrfs-snapshots-do-almost-everything-immutable-distros-promise-without-the-friction/
Immutability is great, but Snapshots do most of what a beginner is looking for and leaves the rest alone.
🔗 Source:
#linux
👉@sysadminoff
https://www.xda-developers.com/btrfs-snapshots-do-almost-everything-immutable-distros-promise-without-the-friction/
XDA
Immutable Linux distros are not the only way to build a system you can't break
Immutability is great, but Snapshots do most of what a beginner is looking for and leaves the rest alone
📰 Impressive grand-scale RTS game Beyond All Reason gets a major engine upgrade with ARM64 support
Beyond All Reason is a seriously impressive grand-scale open source RTS game that just got a big engine upgrade that brings ARM64 support.Read the full article on GamingOnLinux.
🔗 Source:
#opensource
👉@sysadminoff
https://www.gamingonlinux.com/2026/07/impressive-grand-scale-rts-game-beyond-all-reason-gets-a-major-engine-upgrade-with-arm64-support/
Beyond All Reason is a seriously impressive grand-scale open source RTS game that just got a big engine upgrade that brings ARM64 support.Read the full article on GamingOnLinux.
🔗 Source:
#opensource
👉@sysadminoff
https://www.gamingonlinux.com/2026/07/impressive-grand-scale-rts-game-beyond-all-reason-gets-a-major-engine-upgrade-with-arm64-support/
GamingOnLinux
Impressive grand-scale RTS game Beyond All Reason gets a major engine upgrade with ARM64 support
Beyond All Reason is a seriously impressive grand-scale open source RTS game that just got a big engine upgrade that brings ARM64 support.
📰 Turns Out Wayland Isn't the Input Lag Disaster Everyone Says it is
A DIY click-to-photon tester puts X11, Wayland, VRR, and a DXVK fork to the test, with some surprising results.
🔗 Source:
#wayland
👉@sysadminoff
https://feed.itsfoss.com/link/24361/17381171/x11-vs-wayland-input-latency
A DIY click-to-photon tester puts X11, Wayland, VRR, and a DXVK fork to the test, with some surprising results.
🔗 Source:
#wayland
👉@sysadminoff
https://feed.itsfoss.com/link/24361/17381171/x11-vs-wayland-input-latency
It's FOSS
Turns Out Wayland Isn't the Input Lag Disaster Everyone Says it is
A DIY click-to-photon tester puts X11, Wayland, VRR, and a DXVK fork to the test, with some surprising results.
📰 PlayStation 3 emulator RPCS3 gets 75% of all games playable on PC
The incredible open source PlayStation 3 emulator RPCS3 just reached an impressive milestone for getting more games working on PC.Read the full article on GamingOnLinux.
🔗 Source:
#opensource
👉@sysadminoff
https://www.gamingonlinux.com/2026/07/playstation-3-emulator-rpcs3-gets-75-percent-of-all-games-playable-on-pc/
The incredible open source PlayStation 3 emulator RPCS3 just reached an impressive milestone for getting more games working on PC.Read the full article on GamingOnLinux.
🔗 Source:
#opensource
👉@sysadminoff
https://www.gamingonlinux.com/2026/07/playstation-3-emulator-rpcs3-gets-75-percent-of-all-games-playable-on-pc/
GamingOnLinux
PlayStation 3 emulator RPCS3 gets 75% of all games playable on PC
The incredible open source PlayStation 3 emulator RPCS3 just reached an impressive milestone for getting more games working on PC.
Ubuntu 26.04 fixes trash dialog bug that defaulted to cancel
Ubuntu 26.04 LTS is getting a fix for Nautilus that restores ‘Delete’ as the focused button in the trash confirmation dialog, undoing an accidental swap that made ‘Cancel’ the focused button instead. That ‘unintentional’ focus flip meant you could no longer hit enter to action file deletion for Trash since it instead cancelled it. I’ve lost count of the times I’ve assumed I emptied the trash since upgrading to Ubuntu 26.04 LTS, only to find I hadn’t. My muscle memory has struggled to adapt to needing to explicitly click (or tab to) the delete button. Annoying, but thankfully not intentional. […]
You're reading Ubuntu 26.04 fixes trash dialog bug that defaulted to cancel, a blog post from OMG! Ubuntu. Do not reproduce elsewhere without permission.
👉@sysadminoff
https://www.omgubuntu.co.uk/2026/07/ubuntu-26-04-trash-dialog-cancel-button-fix
Ubuntu 26.04 LTS is getting a fix for Nautilus that restores ‘Delete’ as the focused button in the trash confirmation dialog, undoing an accidental swap that made ‘Cancel’ the focused button instead. That ‘unintentional’ focus flip meant you could no longer hit enter to action file deletion for Trash since it instead cancelled it. I’ve lost count of the times I’ve assumed I emptied the trash since upgrading to Ubuntu 26.04 LTS, only to find I hadn’t. My muscle memory has struggled to adapt to needing to explicitly click (or tab to) the delete button. Annoying, but thankfully not intentional. […]
You're reading Ubuntu 26.04 fixes trash dialog bug that defaulted to cancel, a blog post from OMG! Ubuntu. Do not reproduce elsewhere without permission.
👉@sysadminoff
https://www.omgubuntu.co.uk/2026/07/ubuntu-26-04-trash-dialog-cancel-button-fix
🔥1
📰 Turns Out Wayland Isn't the Input Lag Disaster Everyone Says it is
A DIY click-to-photon tester puts X11, Wayland, VRR, and a DXVK fork to the test, with some surprising results.
🔗 Source:
#wayland
👉@sysadminoff
https://feed.itsfoss.com/link/24361/17381171/x11-vs-wayland-input-latency
A DIY click-to-photon tester puts X11, Wayland, VRR, and a DXVK fork to the test, with some surprising results.
🔗 Source:
#wayland
👉@sysadminoff
https://feed.itsfoss.com/link/24361/17381171/x11-vs-wayland-input-latency
It's FOSS
Turns Out Wayland Isn't the Input Lag Disaster Everyone Says it is
A DIY click-to-photon tester puts X11, Wayland, VRR, and a DXVK fork to the test, with some surprising results.
Perl 5.44
После года разработки опубликован релиз новой стабильной ветки языка программирования Perl — 5.44. При подготовке нового выпуска было изменено около 270 тысяч строк кода (без документации и автоматически сгенерированного кода — 110 тысяч), изменения затронули 860 файлов, в разработке принял участие 71 разработчик.
Ветка 5.44 выпущена в соответствии с утверждённым тринадцать лет назад фиксированным графиком разработки, подразумевающим выпуск новых стабильных веток раз в год и корректирующих релизов — раз в три месяца. Примерно через месяц планируется выпустить первый корректирующий релиз Perl 5.44.1, в котором будут исправлены наиболее значительные ошибки, выявленные в процессе внедрения Perl 5.44.0. Одновременно с выходом Perl 5.44 прекращена поддержка ветки 5.40, для которой обновления могут быть выпущены в будущем только в случае выявления критических проблем с безопасностью. Начался процесс разработки экспериментальной ветки 5.45, на базе которой в первой половине 2027 года будет сформирован стабильный релиз Perl 5.46, если не будет принято решение перейти к нумерации 7.x.
( читать дальше... )
opennet, perl
👉@sysadminoff
https://www.linux.org.ru/news/development/18339789
После года разработки опубликован релиз новой стабильной ветки языка программирования Perl — 5.44. При подготовке нового выпуска было изменено около 270 тысяч строк кода (без документации и автоматически сгенерированного кода — 110 тысяч), изменения затронули 860 файлов, в разработке принял участие 71 разработчик.
Ветка 5.44 выпущена в соответствии с утверждённым тринадцать лет назад фиксированным графиком разработки, подразумевающим выпуск новых стабильных веток раз в год и корректирующих релизов — раз в три месяца. Примерно через месяц планируется выпустить первый корректирующий релиз Perl 5.44.1, в котором будут исправлены наиболее значительные ошибки, выявленные в процессе внедрения Perl 5.44.0. Одновременно с выходом Perl 5.44 прекращена поддержка ветки 5.40, для которой обновления могут быть выпущены в будущем только в случае выявления критических проблем с безопасностью. Начался процесс разработки экспериментальной ветки 5.45, на базе которой в первой половине 2027 года будет сформирован стабильный релиз Perl 5.46, если не будет принято решение перейти к нумерации 7.x.
( читать дальше... )
opennet, perl
👉@sysadminoff
https://www.linux.org.ru/news/development/18339789