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Protecting enterprise AI: How to manage API keys in Models-as-a-Service (MaaS)
Every team that moves an AI model from experimentation to production hits the same wall. The model works. The serving stack works. Then someone asks how the continuous integration (CI) pipeline is going to authenticate, and the room gets quiet.What happens next is predictable. A developer's personal token gets copied into a secret. Or a service account gets created with more access than anyone intended, shared across pipelines, and forgotten. The traffic flows. Nobody knows whose budget it counts against. When that developer moves teams 6 months later, the credential lives on in places nobody
Linux 7.1 Released: New NTFS Driver, Intel FRED For Panther Lake, Faster Arc Graphics
Linus Torvalds just released the stable Linux 7.1 kernel and it's coming a half-day early thanks to his travel plans...
Arch Linux AUR Hit By Another Wave Of Now More Sophisticated Malware Attack
Just a day after Arch Linux developers believed they got their malware AUR incident under control with 1,500+ packages affected by malware, another round of of AUR malware is now being discovered. This latest round is more sophisticated as with code obfuscation to better conceal the intent...
Revised AVX-512 xor_gen() Implementation For Linux RAID Yielding More Performance Gains
A few days back I wrote about Google's Eric Biggers spearheading an AVX-512 implementation of xor_gen() as the Linux kernel function used for generating and validating parity blocks such as for RAID5/RAID6. That initial implementation was yielding up to 41% better performance while a new implementation has now been posted for scoring some additional victories...
pkgcli As PackageKit's Modern, Nicer Command Line Interface
Open-source developer Matthias Klumpp wrote a blog post today outlining his recent work developing pkgcli, a new and modern command-line interface (CLI) around the PackageKit package management abstraction layer...