Thanks to a SOTA method for tokenizer adaptation developed by Mykola Haltiuk as part of this project, it was possible to replace 80,000 tokens out of 250,000 with Ukrainian ones without loss of model quality, thus making Lapa LLM the fastest model for working with the Ukrainian language. Compared to the original Gemma 3, for working with Ukrainian, the model requires 1.5 times fewer tokens, thus performing three times fewer computations to achieve better results.
Even when you are national-state-level target, there are easier ways to grab the screen.
For local state, it's easier to just install a wireless camera and watch your screen from behind: it leaves no trace on your computer (you may spot it wireless connection, if you lucky). Moreover, they are more interested in your communication devices (your smartphone) than in your desktop.
Foreign states may exploit your notebook builtin "anti-theft" system, Intel Management Engine ("intel" is very good name for a CPU ;-), bugs in NVidia firmware (fonts, OpenGL, etc), bugs in hardware (create a second display to mirror image from primary display to, even when physical display is not attached, for example), etc.
However, I saw that my Firefox window was spied by Chromium window few years ago (I recorded it on Youtube), so this problem in X11 is real.
A little green dot? No, it's a small fraction of SafeDot functionality. I'm interested in audible notification when camera, mic, or gps is accessed. Currently, I cannot make it work on GOS (maybe, may phone is hacked).
Earlier free software has/had tons of free artwork: icons, themes, skins, mods. I had few dozens window border skins and GUI themes for Gnome 1.x, for example. gnome-look.org has 1.5k themes for GTk3/4, but I'm OK with stock theme now, because 90% of the time I see browser or console.