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SystemRescue 13 updates its kernel to Linux 6.18 LTS, adds new recovery tools

Bootable Linux recovery environments occupy a specific niche in the systems administration and incident response toolkit. SystemRescue, an Arch-based live distribution built for repairing unbootable systems and recovering data from damaged drives, has shipped version 13.00 with a new long-term supported kernel, updated storage tools, and several additions to its command-line toolset. Kernel and storage…

mquire: Open-source Linux memory forensics tool

Linux memory forensics has long depended on debug symbols tied to specific kernel versions. These symbols are not installed on production systems by default, and sourcing them from external repositories creates a recurring problem: repositories go stale, kernel builds diverge, and analysts working incident response often find no published symbols for the exact kernel they…

AI agents still need humans to teach them

AI agents need skills — specific procedural knowledge — to perform tasks well, but they can’t teach themselves, a new research suggests. The authors of the research have developed a new benchmark, SkillsBench, which evaluates agentic AI performance on 84 tasks across 11 domains including healthcare, manufacturing, cybersecurity and software engineering.  The researchers looked at…