Tootfinder

Ok, yeah, I'm not done processing my anger over liberals doing shit like this. So this historian sees a rise in right wing violence, sees the US government carrying out ethnic cleansing, sees a rise in white supremacist terrorism, and then says, "oh yeah... this reminds me of a time right around the 1920s. Hum... yeah, ANARCHISTS fighting the government! Yeah, that's the same thing."
FFS, IT'S THE RED SUMMER! If you want a parallel between today and some horrible time in US history, TALK ABOUT THE RED SUMMER. The point of the language of dehumanization that the right uses, the point of all the anti-black and anti-emigrant rhetoric, is that it leads to genocide. Trump already carried out an act of genocide (#USPol

Characterizing the Multiclass Learnability of Forgiving 0-1 Loss Functions
Jacob Trauger, Tyson Trauger, Ambuj Tewari
https://arxiv.org/abs/2510.08382 https://

Characterizing the Multiclass Learnability of Forgiving 0-1 Loss Functions
In this paper we will give a characterization of the learnability of forgiving 0-1 loss functions in the finite label multiclass setting. To do this, we create a new combinatorial dimension that is based off of the Natarajan Dimension \citep{natarajan1989learning} and we show that a hypothesis class is learnable in our setting if and only if this Generalized Natarajan Dimension is finite. We also show a connection to learning with set-valued feedback. Through our results we show that the learna…

I’ve decided to take a little break from social media for the foreseeable future. It feels like the right moment to slow down, breathe, and let my brain wander in some quieter corners for a while. Knowing myself, I might not stay away for too long, I tend to miss everyone and the little bursts of connection that happen here.

I've filed a report about a minor problem with a #Python package, namely that the source distribution contained some trailing junk that breaks GNU #tar. On one hand, I'm happy that upstream took the issue seriously. On the other hand, I'm terrified of how much #AI slop was involved in the response.
I mean, my short bug report yielded a few walls of text of #LLM analysis of what the cause of the problem might be, of suggested solutions… and praise of the author's fix. These are interspersed with short comments from the author, all pasted under their own personal account. And the linked pull request is also huge, with "verification code" that's quite sloppy (bits that don't do anything, conditions that will never be true… but at least it seems to do what it was supposed to do).
Honestly, I don't know what to do. Not that I ever planned using this package, but at this point I will definitely stay away from it. It's in #Gentoo, and I'll have to continue maintaining it for the sake of reverse dependencies, but I feel like it's unfair to expose our users to packages that have clearly proven to accept AI slop without reviewing it properly. Or rather, AI slop that's being reviewed… by AI. How can anyone think this a good idea?!
There were multiple times in my life when I've considered retiring from Gentoo, for variety of reasons. There were also multiple times when I wanted to get away from computers altogether. Unfortunately, we're living in a truly fucked up world, and there is no escape. The best you can do is put an ever increasing effort to keep fixing all that crap that will just keep piling on faster and faster.
#FreeSoftware #OpenSource