Cisco leverages AI and eBPF to automate vulnerability shielding and VM migration
Cisco is integrating artificial intelligence and eBPF technology into its infrastructure to fundamentally change how networks are managed and secured. The network is now viewed as a high-performance backplane that connects distributed AI components like GPUs and storage across physical hardware. To support this, new security capabilities allow for real-time vulnerability protection without requiring system reboots or binary modifications.
Source
👉@sysadminoff
https://4sysops.com/archives/cisco-leverages-ai-and-ebpf-to-automate-vulnerability-shielding-and-vm-migration/
Cisco is integrating artificial intelligence and eBPF technology into its infrastructure to fundamentally change how networks are managed and secured. The network is now viewed as a high-performance backplane that connects distributed AI components like GPUs and storage across physical hardware. To support this, new security capabilities allow for real-time vulnerability protection without requiring system reboots or binary modifications.
Source
👉@sysadminoff
https://4sysops.com/archives/cisco-leverages-ai-and-ebpf-to-automate-vulnerability-shielding-and-vm-migration/
📰 Benchmarking The Different CachyOS Linux Kernel Flavors
CachyOS ships with a good Linux kernel configuration by default balancing the different features as well as performance. But they also ship a variety of other kernel builds for those preferring a more leading-edge kernel or the current LTS series, a hardened kernel configuration, and more. In this article are some fresh benchmarks of the Arch Linux based CachyOS Linux distribution with some of its main kernel flavors.
🔗 Source:
#arch #kernel #linux
👉@sysadminoff
https://www.phoronix.com/review/cachyos-linux-flavors
CachyOS ships with a good Linux kernel configuration by default balancing the different features as well as performance. But they also ship a variety of other kernel builds for those preferring a more leading-edge kernel or the current LTS series, a hardened kernel configuration, and more. In this article are some fresh benchmarks of the Arch Linux based CachyOS Linux distribution with some of its main kernel flavors.
🔗 Source:
#arch #kernel #linux
👉@sysadminoff
https://www.phoronix.com/review/cachyos-linux-flavors
Phoronix
Benchmarking The Different CachyOS Linux Kernel Flavors
CachyOS ships with a good Linux kernel configuration by default balancing the different features as well as performance.
Windows 365 for Agents: Cloud PCs for AI automation
Windows 365 for Agents is a public preview service that gives AI agents Cloud PCs for running tasks in Windows environments. A Cloud PC is a virtual Windows desktop hosted in the Microsoft Cloud. The service is mainly relevant when an agent must work with desktop apps, browsers, files, or enterprise systems that don't expose a reliable application programming interface (API), which is a documented way for software to exchange data or trigger actions. For Windows administrators, the main areas to understand are provisioning policies, Microsoft Entra identities, Intune management, billing, and preview limitations.
Source
👉@sysadminoff
https://4sysops.com/archives/windows-365-for-agents-cloud-pcs-for-ai-automation/
Windows 365 for Agents is a public preview service that gives AI agents Cloud PCs for running tasks in Windows environments. A Cloud PC is a virtual Windows desktop hosted in the Microsoft Cloud. The service is mainly relevant when an agent must work with desktop apps, browsers, files, or enterprise systems that don't expose a reliable application programming interface (API), which is a documented way for software to exchange data or trigger actions. For Windows administrators, the main areas to understand are provisioning policies, Microsoft Entra identities, Intune management, billing, and preview limitations.
Source
👉@sysadminoff
https://4sysops.com/archives/windows-365-for-agents-cloud-pcs-for-ai-automation/
Canonical’s Steam Snap for ARM64 is now stable – milage may
Gaming on Ubuntu on modern ARM-based devices just got a boost, as Canonical has announced that its Steam Snap for Arm64 devices is now ‘stable’. The effort has been in beta since it was announced in January. Since then, Canonical says it has “received great feedback” from users kicking the tyres on those early builds, across a varied range of Arm64 platforms and devices. Issues raised in the testing phase have been ironed out, with Ubuntu’s maker touting “solid performance across many popular games” on devices like the NVIDIA DGX Spark and Radxa Orion O6, as well as Snapdragon laptops […]
You're reading Canonical’s Steam Snap for ARM64 is now stable – milage may, a blog post from OMG! Ubuntu. Do not reproduce elsewhere without permission.
👉@sysadminoff
https://www.omgubuntu.co.uk/2026/06/steam-arm64-snap-stable
Gaming on Ubuntu on modern ARM-based devices just got a boost, as Canonical has announced that its Steam Snap for Arm64 devices is now ‘stable’. The effort has been in beta since it was announced in January. Since then, Canonical says it has “received great feedback” from users kicking the tyres on those early builds, across a varied range of Arm64 platforms and devices. Issues raised in the testing phase have been ironed out, with Ubuntu’s maker touting “solid performance across many popular games” on devices like the NVIDIA DGX Spark and Radxa Orion O6, as well as Snapdragon laptops […]
You're reading Canonical’s Steam Snap for ARM64 is now stable – milage may, a blog post from OMG! Ubuntu. Do not reproduce elsewhere without permission.
👉@sysadminoff
https://www.omgubuntu.co.uk/2026/06/steam-arm64-snap-stable
Microsoft introduces Aion models and expanded APIs for local AI on Windows
Microsoft is expanding local AI capabilities on Windows by introducing the Aion 1.0 model family and new on-device APIs. This initiative aims to shift routine AI tasks from the cloud to local hardware to reduce latency, lower costs, and enhance data privacy. By utilizing a hybrid approach, advanced reasoning remains in the cloud while everyday operations like summarization and text rewriting are handled by the local system.
Source
👉@sysadminoff
https://4sysops.com/archives/microsoft-introduces-aion-models-and-expanded-apis-for-local-ai-on-windows/
Microsoft is expanding local AI capabilities on Windows by introducing the Aion 1.0 model family and new on-device APIs. This initiative aims to shift routine AI tasks from the cloud to local hardware to reduce latency, lower costs, and enhance data privacy. By utilizing a hybrid approach, advanced reasoning remains in the cloud while everyday operations like summarization and text rewriting are handled by the local system.
Source
👉@sysadminoff
https://4sysops.com/archives/microsoft-introduces-aion-models-and-expanded-apis-for-local-ai-on-windows/
AI leaders walk back predictions of a white collar jobs apocalypse
The CEOs of OpenAI and Anthropic have significantly softened their previous warnings regarding artificial intelligence causing mass unemployment in white-collar sectors. Sam Altman recently admitted he was wrong about the immediate elimination of entry-level roles, noting that the human element of employment remains largely irreplaceable. This shift in rhetoric comes as both companies reportedly prepare for initial public offerings with valuations potentially reaching $1 trillion.
Source
👉@sysadminoff
https://4sysops.com/archives/ai-leaders-walk-back-predictions-of-a-white-collar-jobs-apocalypse/
The CEOs of OpenAI and Anthropic have significantly softened their previous warnings regarding artificial intelligence causing mass unemployment in white-collar sectors. Sam Altman recently admitted he was wrong about the immediate elimination of entry-level roles, noting that the human element of employment remains largely irreplaceable. This shift in rhetoric comes as both companies reportedly prepare for initial public offerings with valuations potentially reaching $1 trillion.
Source
👉@sysadminoff
https://4sysops.com/archives/ai-leaders-walk-back-predictions-of-a-white-collar-jobs-apocalypse/
Выпуск дистрибутива Ubuntu Sway Remix 26.04 LTS
Доступен выпуск дистрибутива Ubuntu Sway Remix 26.04 LTS, предоставляющего преднастроенный и готовый к использованию рабочий стол на основе мозаичного композитного менеджера Sway. Дистрибутив является неофициальной редакцией Ubuntu 26.04, созданной с оглядкой как на опытных пользователей GNU/Linux, так и новичков, желающих попробовать окружение мозаичных оконных менеджеров без необходимости в их долгой настройке. Для загрузки подготовлены сборки для архитектур amd64, arm64 и компьютеров Raspberry Pi.
👉@sysadminoff
https://www.opennet.ru/opennews/art.shtml?num=65610
Доступен выпуск дистрибутива Ubuntu Sway Remix 26.04 LTS, предоставляющего преднастроенный и готовый к использованию рабочий стол на основе мозаичного композитного менеджера Sway. Дистрибутив является неофициальной редакцией Ubuntu 26.04, созданной с оглядкой как на опытных пользователей GNU/Linux, так и новичков, желающих попробовать окружение мозаичных оконных менеджеров без необходимости в их долгой настройке. Для загрузки подготовлены сборки для архитектур amd64, arm64 и компьютеров Raspberry Pi.
👉@sysadminoff
https://www.opennet.ru/opennews/art.shtml?num=65610
Cockpit on Rocky Linux 10: Full Server Management Without SSH
The post Cockpit on Rocky Linux 10: Full Server Management Without SSH first appeared on Tecmint: Linux Howtos, Tutorials & Guides .Cockpit ships pre-installed on Rocky Linux 10 and gives you a browser-based dashboard for managing your server from your browser:
The post Cockpit on Rocky Linux 10: Full Server Management Without SSH first appeared on Tecmint: Linux Howtos, Tutorials & Guides.
👉@sysadminoff
https://www.tecmint.com/enable-cockpit-rocky-linux-10/
The post Cockpit on Rocky Linux 10: Full Server Management Without SSH first appeared on Tecmint: Linux Howtos, Tutorials & Guides .Cockpit ships pre-installed on Rocky Linux 10 and gives you a browser-based dashboard for managing your server from your browser:
The post Cockpit on Rocky Linux 10: Full Server Management Without SSH first appeared on Tecmint: Linux Howtos, Tutorials & Guides.
👉@sysadminoff
https://www.tecmint.com/enable-cockpit-rocky-linux-10/
Cockpit on Rocky Linux 10: Full Server Management Without SSH
How to Install Cockpit Web Console in CentOS 8
In this article, we will help you to install Cockpit Web Console in CentOS 8 server to manage and monitor your local system, as well as remote Linux servers.
Расширение системной памяти через подкачку в видеопамяти NVIDIA
Опубликован инструментарий nbd-vram, позволяющий разместить область подкачки в видеопамяти графической карты NVIDIA. Подобный манёвр даёт возможность виртуально увеличить размер памяти в системе, работающей на ноутбуках с впаянной нерасширяемой оперативной памятью и GPU NVIDIA. Код написан на языке Си и распространяется под лицензией MIT.
👉@sysadminoff
https://www.opennet.ru/opennews/art.shtml?num=65612
Опубликован инструментарий nbd-vram, позволяющий разместить область подкачки в видеопамяти графической карты NVIDIA. Подобный манёвр даёт возможность виртуально увеличить размер памяти в системе, работающей на ноутбуках с впаянной нерасширяемой оперативной памятью и GPU NVIDIA. Код написан на языке Си и распространяется под лицензией MIT.
👉@sysadminoff
https://www.opennet.ru/opennews/art.shtml?num=65612
Microsoft представил Coreutils для Windows, эмулятор терминала Intelligent Terminal и контейнеры в WSL
Компания Microsoft представила порт набора утилит Coreutils для платформы Windows. В состав входит несколько десятков утилит, включая sort, cat, chmod, chown, cp, find, sleep, sort, tee, echo, uptime и ls. Инструментарий позволяет напрямую использовать в Windows типовые утилиты, доступные в Linux и macOS, без использования прослойки WSL. Целью проекта заявлено упрощение перехода между Unix-подобными системами, WSL, контейнерами и Windows, и предоставление единого набора команд, флагов и методов, позволяющих переносить существующие скрипты из других систем без переписывания. Код написан на Rust и PwerShell, и распространяется под лицензией MIT.
👉@sysadminoff
https://www.opennet.ru/opennews/art.shtml?num=65609
Компания Microsoft представила порт набора утилит Coreutils для платформы Windows. В состав входит несколько десятков утилит, включая sort, cat, chmod, chown, cp, find, sleep, sort, tee, echo, uptime и ls. Инструментарий позволяет напрямую использовать в Windows типовые утилиты, доступные в Linux и macOS, без использования прослойки WSL. Целью проекта заявлено упрощение перехода между Unix-подобными системами, WSL, контейнерами и Windows, и предоставление единого набора команд, флагов и методов, позволяющих переносить существующие скрипты из других систем без переписывания. Код написан на Rust и PwerShell, и распространяется под лицензией MIT.
👉@sysadminoff
https://www.opennet.ru/opennews/art.shtml?num=65609
KDE Plasma 6.8 станет Wayland-only: X11-сеанс удалён из основной ветки
Разработчики KDE начали подготовку к одному из самых заметных изменений в истории Plasma: начиная с KDE Plasma 6.8 окружение больше не будет предлагать отдельный сеанс Plasma на X11. Как сообщил разработчик KDE Дэвид Эдмундсон, 2 июня 2026 года Plasma X11 session был официально удалён из текущей ветки разработки, после чего команда приступает к массовой зачистке X11-специфичного кода. Изменение войдёт в Plasma 6.8, релиз которой ожидается примерно через пять месяцев.
В Plasma 6.8 на экране входа останется только Wayland-сеанс. Отдельного варианта запуска Plasma под X11 больше не будет. Кроме самого сеанса, из компонентов Plasma планируется удалить X11-специфичные пути выполнения в Plasma Shell, System Settings и коде настройки устройств.
( читать дальше... )
kde, plasma, wayland, x11
👉@sysadminoff
https://www.linux.org.ru/news/kde/18309794
Разработчики KDE начали подготовку к одному из самых заметных изменений в истории Plasma: начиная с KDE Plasma 6.8 окружение больше не будет предлагать отдельный сеанс Plasma на X11. Как сообщил разработчик KDE Дэвид Эдмундсон, 2 июня 2026 года Plasma X11 session был официально удалён из текущей ветки разработки, после чего команда приступает к массовой зачистке X11-специфичного кода. Изменение войдёт в Plasma 6.8, релиз которой ожидается примерно через пять месяцев.
В Plasma 6.8 на экране входа останется только Wayland-сеанс. Отдельного варианта запуска Plasma под X11 больше не будет. Кроме самого сеанса, из компонентов Plasma планируется удалить X11-специфичные пути выполнения в Plasma Shell, System Settings и коде настройки устройств.
( читать дальше... )
kde, plasma, wayland, x11
👉@sysadminoff
https://www.linux.org.ru/news/kde/18309794
📰 Clonezilla Live 3.3.2 Brings Linux Kernel 7.0 and New Encryption
Clonezilla Live 3.3.2 updates its Debian Sid base, adds Linux kernel 7.0, Partclone 0.3.47, and switches image encryption to gocryptfs.
🔗 Source:
#debian #kernel #linux
👉@sysadminoff
https://linuxiac.com/clonezilla-live-3-3-2-brings-linux-kernel-7-0-and-new-encryption/
Clonezilla Live 3.3.2 updates its Debian Sid base, adds Linux kernel 7.0, Partclone 0.3.47, and switches image encryption to gocryptfs.
🔗 Source:
#debian #kernel #linux
👉@sysadminoff
https://linuxiac.com/clonezilla-live-3-3-2-brings-linux-kernel-7-0-and-new-encryption/
Linuxiac
Clonezilla Live 3.3.2 Brings Linux Kernel 7.0 and New Encryption
Clonezilla Live 3.3.2 updates its Debian Sid base, adds Linux kernel 7.0, Partclone 0.3.47, and switches image encryption to gocryptfs.
👍1
📰 Dell XPS 14 laptop is now available with Ubuntu Linux
The Dell XPS 14 is a premium thin and light laptop with an Intel Panther Lake processor that launched earlier this year as part of the revived Dell XPS brand. Measuring less than 0.6 inches thick and weighing less than 3 pounds, the laptop also has a much more usable keyboard and touchpad than earlier models. .
🔗 Source:
#intel #linux #ubuntu
👉@sysadminoff
https://liliputing.com/dell-xps-14-laptop-is-now-available-with-ubuntu-linux/
The Dell XPS 14 is a premium thin and light laptop with an Intel Panther Lake processor that launched earlier this year as part of the revived Dell XPS brand. Measuring less than 0.6 inches thick and weighing less than 3 pounds, the laptop also has a much more usable keyboard and touchpad than earlier models. .
🔗 Source:
#intel #linux #ubuntu
👉@sysadminoff
https://liliputing.com/dell-xps-14-laptop-is-now-available-with-ubuntu-linux/
Liliputing
Dell XPS 14 laptop is now available with Ubuntu Linux
Dell XPS 14 laptop is now available with Ubuntu Linux
😭1
Open Image Denoise 2.5.0
Опубликован релиз Open Image Denoise 2.5.0 — свободной библиотеки Intel для подавления шума на изображениях, полученных трассировкой лучей. Проект распространяется под лицензией Apache 2.0 и входит в состав Intel Rendering Toolkit. Релиз v2.5.0 был опубликован на GitHub 2 июня 2026 года.
Open Image Denoise предназначен для удаления шума Монте-Карло, характерного для стохастических методов рендеринга, включая path tracing. Библиотека предоставляет C/C++ API и набор нейросетевых фильтров, которые могут работать как только с цветовым буфером, так и с дополнительными буферами вроде albedo и normal, чтобы лучше сохранять детали изображения.
Главное изменение версии 2.5.0 — заметная оптимизация производительности и снижение потребления памяти на Intel GPU с поддержкой XMX и на процессорах с AMX-FP16. Разработчики не привели конкретных чисел ускорения, но отдельно выделили это как первое изменение в списке релиза.
Основные изменения Open Image Denoise 2.5.0
( читать дальше... )
intel, open image denoise, изображения
👉@sysadminoff
https://www.linux.org.ru/news/opensource/18309800
Опубликован релиз Open Image Denoise 2.5.0 — свободной библиотеки Intel для подавления шума на изображениях, полученных трассировкой лучей. Проект распространяется под лицензией Apache 2.0 и входит в состав Intel Rendering Toolkit. Релиз v2.5.0 был опубликован на GitHub 2 июня 2026 года.
Open Image Denoise предназначен для удаления шума Монте-Карло, характерного для стохастических методов рендеринга, включая path tracing. Библиотека предоставляет C/C++ API и набор нейросетевых фильтров, которые могут работать как только с цветовым буфером, так и с дополнительными буферами вроде albedo и normal, чтобы лучше сохранять детали изображения.
Главное изменение версии 2.5.0 — заметная оптимизация производительности и снижение потребления памяти на Intel GPU с поддержкой XMX и на процессорах с AMX-FP16. Разработчики не привели конкретных чисел ускорения, но отдельно выделили это как первое изменение в списке релиза.
Основные изменения Open Image Denoise 2.5.0
( читать дальше... )
intel, open image denoise, изображения
👉@sysadminoff
https://www.linux.org.ru/news/opensource/18309800
X.Org Server и XWayland получили срочные обновления безопасности
Разработчики X.Org выпустили xorg-server 21.1.23 и XWayland 24.1.12, закрыв сразу девять уязвимостей в X.Org X Server и XWayland. Исправления опубликованы 2 июня 2026 года; в официальном каталоге X.Org уже доступны исходные архивы xorg-server-21.1.23 и xwayland-24.1.12.
Проблемы затрагивают как классический X.Org Server, так и XWayland — компонент, через который X11-приложения работают внутри Wayland-сеанса. Поэтому обновление важно не только для пользователей полноценного X11-сеанса, но и для тех, кто уже перешёл на Wayland, но продолжает запускать старые X11-приложения и игры.
CVE на момент раскрытия ещё не были назначены, поэтому в бюллетене уязвимости указаны через идентификаторы ZDI-CAN и описания проблем. Восемь ошибок переданы анонимным исследователем через TrendAI Zero Day Initiative, ещё одну обнаружил разработчик Red Hat и давний участник X.Org Питер Хаттерер.
( читать дальше... )
cve, xorg, xwayland, безопасность
👉@sysadminoff
https://www.linux.org.ru/news/security/18309799
Разработчики X.Org выпустили xorg-server 21.1.23 и XWayland 24.1.12, закрыв сразу девять уязвимостей в X.Org X Server и XWayland. Исправления опубликованы 2 июня 2026 года; в официальном каталоге X.Org уже доступны исходные архивы xorg-server-21.1.23 и xwayland-24.1.12.
Проблемы затрагивают как классический X.Org Server, так и XWayland — компонент, через который X11-приложения работают внутри Wayland-сеанса. Поэтому обновление важно не только для пользователей полноценного X11-сеанса, но и для тех, кто уже перешёл на Wayland, но продолжает запускать старые X11-приложения и игры.
CVE на момент раскрытия ещё не были назначены, поэтому в бюллетене уязвимости указаны через идентификаторы ZDI-CAN и описания проблем. Восемь ошибок переданы анонимным исследователем через TrendAI Zero Day Initiative, ещё одну обнаружил разработчик Red Hat и давний участник X.Org Питер Хаттерер.
( читать дальше... )
cve, xorg, xwayland, безопасность
👉@sysadminoff
https://www.linux.org.ru/news/security/18309799
📰 Transmission 4.1.2 Open-Source BitTorrent Client Released with Important Fixes
Transmission 4.1.2 open-source BitTorrent client is now available for download with various bug fixes and improvements for the Qt client, GTK client, Web client, and macOS client.
🔗 Source: https://9to5linux.com/transmission-4-1-2-open-source-bittorrent-client-released-with-important-bug-fixes
#opensource
👉@sysadminoff
Transmission 4.1.2 open-source BitTorrent client is now available for download with various bug fixes and improvements for the Qt client, GTK client, Web client, and macOS client.
🔗 Source: https://9to5linux.com/transmission-4-1-2-open-source-bittorrent-client-released-with-important-bug-fixes
#opensource
👉@sysadminoff
📰 Marek Olšák Scores Up To 100% Pixel Throughput Optimization For RADV Driver
Marek Olšák who had been a longtime AMD Linux driver engineer specializing in the RadeonSI Gallium3D driver, recently began working for Valve on their Linux graphics driver team. His focus has understandably shifted to working on the RADV Vulkan driver and one of his early optimizations now with the Valve hat on is up to a 100% pixel throughput optimization for the RADV driver, which is already quite well optimized thanks to years of investment...
🔗 Source:
#amd #linux
👉@sysadminoff
https://www.phoronix.com/news/Marek-100p-Pixel-Throughput-Opt
Marek Olšák who had been a longtime AMD Linux driver engineer specializing in the RadeonSI Gallium3D driver, recently began working for Valve on their Linux graphics driver team. His focus has understandably shifted to working on the RADV Vulkan driver and one of his early optimizations now with the Valve hat on is up to a 100% pixel throughput optimization for the RADV driver, which is already quite well optimized thanks to years of investment...
🔗 Source:
#amd #linux
👉@sysadminoff
https://www.phoronix.com/news/Marek-100p-Pixel-Throughput-Opt
Phoronix
Marek Olšák Scores Up To 100% Pixel Throughput Optimization For RADV Driver
Marek Olšák who had been a longtime AMD Linux driver engineer specializing in the RadeonSI Gallium3D driver, recently began working for Valve on their Linux graphics driver team
📰 Canonical’s Steam Snap for ARM64 is now stable
Canonical has bumped its Steam Snap for ARM64 to the stable channel. First announced in January, the snap has been tested across ARM64 hardware including the NVIDIA DGX Spark, Radxa Orion O6 and Lenovo ThinkPad X13s, with Canonical now reporting ‘solid performance’ across many popular games. Valve doesn’t provide a native ARM Linux client (not yet, anyway), so Canonical bundles the Intel/AMD Steam binary with the FEX emulator.
🔗 Source: https://www.omgubuntu.co.uk/2026/06/steam-arm64-snap-stable
#amd #arm #intel #linux #steam
👉@sysadminoff
https://share.google/nMkkPx6tQ4UOQjAJp
Canonical has bumped its Steam Snap for ARM64 to the stable channel. First announced in January, the snap has been tested across ARM64 hardware including the NVIDIA DGX Spark, Radxa Orion O6 and Lenovo ThinkPad X13s, with Canonical now reporting ‘solid performance’ across many popular games. Valve doesn’t provide a native ARM Linux client (not yet, anyway), so Canonical bundles the Intel/AMD Steam binary with the FEX emulator.
🔗 Source: https://www.omgubuntu.co.uk/2026/06/steam-arm64-snap-stable
#amd #arm #intel #linux #steam
👉@sysadminoff
https://share.google/nMkkPx6tQ4UOQjAJp
OMG! Ubuntu
Canonical’s Steam Snap for ARM64 is now stable
Canonical has bumped its Steam Snap for ARM64 to the stable channel. First announced in January, the snap has been tested across ARM64 hardware including
Microsoft Discovery brings agentic AI to research and development workflows
Microsoft has announced the general availability of Microsoft Discovery, a platform designed to integrate agentic AI into scientific research and engineering. Unlike standard chatbots, these AI agents are capable of planning, reasoning, and executing multi-step processes to assist with complex R&D cycles. The platform aims to accelerate innovation in fields such as materials science, life sciences, and semiconductor manufacturing by automating hypothesis generation and data analysis.
Source
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https://4sysops.com/archives/microsoft-discovery-brings-agentic-ai-to-research-and-development-workflows/
Microsoft has announced the general availability of Microsoft Discovery, a platform designed to integrate agentic AI into scientific research and engineering. Unlike standard chatbots, these AI agents are capable of planning, reasoning, and executing multi-step processes to assist with complex R&D cycles. The platform aims to accelerate innovation in fields such as materials science, life sciences, and semiconductor manufacturing by automating hypothesis generation and data analysis.
Source
👉@sysadminoff
https://4sysops.com/archives/microsoft-discovery-brings-agentic-ai-to-research-and-development-workflows/
📰 MINISFORUM N4 is an Intel Wildcat Lake-powered 4-bay NAS
MINISFORUM continues to expand its line of network-attached storage systems. Since releasing the MINISFORUM N5 Pro in the summer of 2025, the company has added several additional models including the N5 and N5 Air, while also teasing new models like the higher-performance N5 Max (with an AMD Strix Halo processor) and the fanless, SSD-only S5 .
🔗 Source:
#amd #intel
👉@sysadminoff
https://liliputing.com/minisforum-n4-is-an-intel-wildcat-lake-powered-4-bay-nas/
MINISFORUM continues to expand its line of network-attached storage systems. Since releasing the MINISFORUM N5 Pro in the summer of 2025, the company has added several additional models including the N5 and N5 Air, while also teasing new models like the higher-performance N5 Max (with an AMD Strix Halo processor) and the fanless, SSD-only S5 .
🔗 Source:
#amd #intel
👉@sysadminoff
https://liliputing.com/minisforum-n4-is-an-intel-wildcat-lake-powered-4-bay-nas/
Liliputing
MINISFORUM N4 is an Intel Wildcat Lake-powered 4-bay NAS
MINISFORUM N4 is an Intel Wildcat Lake-powered 4-bay NAS
📰 Google Patches Android Zero-Day Vulnerability in June 2026 Security Update
Google’s June 2026 Android update fixes dozens of flaws, including a potentially exploited Framework vulnerability and critical system bugs...
🔗 Source:
#android
👉@sysadminoff
https://www.techrepublic.com/article/news-google-june-2026-android-security-update/
Google’s June 2026 Android update fixes dozens of flaws, including a potentially exploited Framework vulnerability and critical system bugs...
🔗 Source:
#android
👉@sysadminoff
https://www.techrepublic.com/article/news-google-june-2026-android-security-update/
TechRepublic
Google Patches Android Zero-Day Vulnerability in June 2026 Security Update
Google’s June 2026 Android update fixes dozens of flaws, including a potentially exploited Framework vulnerability and critical system bugs.