AI models are outpacing human-scale security operations. AI can surface vulnerabilities across major systems faster than teams can act, and most organizations lack the patching capacity to keep up. The solution isn't more intelligence—it's a smarter approach to remediation and risk management.The bottleneck isn’t intelligence, it’s response. IT teams must react to threats while maintaining a hardened posture, and automation makes that possible at machine speed. Before AI models, security teams, site reliability engineers, and IT operations teams were already challenged with the volume of
The many memory management "MM" related improvements were recently merged to Git for the Linux 7.2 kernel. As typical most kernel cycles, some of the low-level improvements can yield nice efficiency wins and better performance in different areas...
While the new NTFS file-system driver merged for Linux 7.1 and has seen more improvements for Linux 7.2, for now at least the NTFS3 kernel driver continues to be maintained with new fixes and improvements. NTFS3 is the driver that was upstreamed to the Linux kernel a few years ago back during the pandemic by Paragon Software...
The Flash-Friendly File-System (F2FS) changes have landed for Linux 7.2...
For those with limited rack space and wanting to assemble a high-end server/workstation, the SilverStone RM32 provides a lot of opportunities in being a 3U rackmount chassis that can accommodate an E-ATX or SSI-EEB motherboard, up to a 360mm liquid cooling radiator, and up to four full-size expansion cards all within 3U height requirements. Paired with the SilverStone Extreme 1000Rz Platinum 1000W PSU, you can patch a lot into 5.25 inches.
In addition to AMD engineers being busy rolling out HDMI 2.1 for their open-source Linux driver at long last, another notable display-related improvement on the way to their AMDGPU kernel graphics driver is exposing the Gamma 2.4 and Gamma 2.6 curves support...
The KVM virtualization-related changes were merged a few days ago for the ongoing Linux 7.2 kernel merge window. While there are a number of features/improvements for AMD and Intel virtualization as well as the likes of s390 and RISC-V, there aren't any new features on ARM64. The lack of ARM64 feature work this cycle is being attributed to "so many AI-fueled fixes" swamping the ARM Linux developers...
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