FOSSPicks
FOSSPicks
This month, we explore the top FOSS, including a popular BitTorrent Client, a modern 8-bit game, and a slick web browser.
Resident Evolution
When it comes to open source development, the name of popular actress Milla Jovovich probably isn't the first one that comes to mind. Nevertheless, in conjunction with developer Ben Sigman, she has recently released MemPalace, an open source, locally runnable AI memory system that applies the method-of-loci architecture to agent memory.
The method itself is based on a centuries-old technique humans use for memorizing long lists of information, by imagining a structure and placing objects mentally in locations as they move through it mentally. MemPalace does something similar by storing every token in a hierarchical structure: "wings," "halls," "rooms," "closets," "drawers," and "tunnels." It uses SQLite and ChromaDB for local persistence and AAAK, an experimental lossy abbreviation dialect designed to pack repeated entities into fewer tokens at scale.
The project GitHub page (https://github.com/MemPalace/mempalace) currently shows that it's been forked over 6,000 times. MemPalace has also scored 96.6 percent on the LongMemEval R@5 raw mode with zero API calls. While this benchmark isn't universally accepted as meaningful these days, the fact that Jovovich is so involved in the project's design will no doubt ensure a greater level of scrutiny. I can't wait to see which celebrity will contribute to FOSS development next.
[...]
Buy this article as PDF
(incl. VAT)
Buy Linux Magazine
Subscribe to our Linux Newsletters
Find Linux and Open Source Jobs
Subscribe to our ADMIN Newsletters
Digital Autonomy
• The Answer Was Already on the Shelf
• Changing the Chip Industry: How Public Investment Has Grown Open Silicon
• United Nations Open Source Portal Goes Live
• EU Open Source Strategy Plays Key Role in Tech Sovereignty Package
• France Says “Au Revoir” to Microsoft
Support Our Work
Linux Magazine content is made possible with support from readers like you. Please consider contributing when you’ve found an article to be beneficial.
News
-
2,000 Vulnerabilities per Linux Release
Thanks to AI bug hunters, the Linux kernel is seeing record numbers of vulnerabilities, and it's overwhelming developers.
-
Linux Exempt from California’s Age Verification Law
So long as Linux is distributed under the GPL, MIT, BSD, and Apache licenses, the OS is exempt from being required to verify the age of its users in California.
-
Roll Out the Cake: Linux Turns 35
35 years ago, a Finnish student began a humble project that would forever change the course of technology.
-
China Switching from Windows to Linux
China has ordered several government agencies to drop a Chinese-developed version of Windows 10 in favor of either KylinOS or UOS.
-
Pine64 Halts Production of Linux Devices
With continued DRAM and eMMC shortages, Pine64 has decided to discontinue production of Linux devices.
-
The Bullet-Proof KDE Software Initiative Is Coming
KDE, Techpaladin, and Kubuntu Focus have announced a new initiative that will provide at least three years of support for KDE Plasma 6.6 LTS and related software.
-
Linux Mint Shares a Possible Kernel Cleanup Solution
For those on Linux Mint who like to keep multiple kernels around but don't want them to take up too much space, you might be getting a new automated tool.
-
CachyOS Gets an Update
CachyOS August 2026 release is now available with the latest version of KDE, some new features, and plenty of improvements.
-
The Linux Kernel Dev Staging Area Now Rejects AI-Generated Patches
Unless a kernel patch is a valid security fix, it will be rejected if it was created using AI.
-
Linux Surpasses Double-Digit Market Share
According to two sources, the Linux operating system has hit a major milestone in market share that naysayers thought would never happen.