Tootfinder

"regardless of the underlying technology, the pursuit of artificial general intelligence is not necessarily the most efficient route to useful applications. Artificial specific intelligence (AI approaches focused on a specific domain, such as the Nobel prize-winning, protein-folding algorithm, AlphaFold2) gives more reliable and transparent results by combining the subtle pattern detection at which GenAI excels with explicitly encoded, domain-specific knowledge."

Am MIttwoch entscheidet der baden-württembergische Landtag über eine Änderung des Polizeigesetzes und damit über den Einsatz der Überwachungssoftware des US-Konzerns Palantir. Zivilgesellschaft schickt offenen Brief an die Grünen-Fraktion in Baden-Württemberg: Keine Palantir-Software in den Polizeibehörden https://www.

How Language Models Conflate Logical Validity with Plausibility: A Representational Analysis of Content Effects
Leonardo Bertolazzi, Sandro Pezzelle, Raffaelle Bernardi
https://arxiv.org/abs/2510.06700

How Language Models Conflate Logical Validity with Plausibility: A Representational Analysis of Content Effects
Both humans and large language models (LLMs) exhibit content effects: biases in which the plausibility of the semantic content of a reasoning problem influences judgments regarding its logical validity. While this phenomenon in humans is best explained by the dual-process theory of reasoning, the mechanisms behind content effects in LLMs remain unclear. In this work, we address this issue by investigating how LLMs encode the concepts of validity and plausibility within their internal representa…

Day 18: Mark Oshiro
Having just learned that Oshiro is nonbinary, they're an instant include on this list. In veering extremely heavily towards YA, and losing a spot that would have gone to an absolutely legendary mangaka, anime writer, or feminist philosopher, but "Anger is A Gift" and "Each of us a Desert" are just that good, and I'm trying to steer a bit towards towards lesser-known authors I respect.
I already mentioned "Anger is a Gift" above, but to recap, it's a painful, vivid, and beautifully honest story of queer love, loss, and protest against an oppressive system. CW for racist police murder, intergenerational trauma, and police brutality against highschool students. It's a book a lot of Americans could benefit from reading right now, and while it's fiction, it's not fantasy or sci-fi. Besides the themes and politics, the writing is just really solid, with delicate characterization and tight-plotted developments that are beautifully paced.
To me "Each of us a Desert" is maybe even more beautiful, and Oshiro leaps into a magnificent fantasy world that's richly original in its desolation, dark history, lonely characters, and mythical magic. Particularly the clearly-not-just-superscription but ambiguously-important/powerful magical elements of Oshiro's worldbuilding are a rare contrast to the usual magic-is-real-here's-how-it-works fare, and pulling that off a all as they do is a testament to their craft. The prose is wonderful, probably especially so if you speak Spanish, but I enjoyed it immensely despite only knowing a few words here and there. The rich interiority of the characters, their conflicts both with each other and within themselves, and the juxtaposition of all that against origins in cult-like ignorance allows for the delivery of a lot of wisdom and complex truths.
Between these two books, so different and yet each so powerful, Oshiro has demonstrated incredible craft and also a wide range of styles, so I'm definitely excited to read more of their work and to recommend them to others.
I'm also glad to have finally put a nonbinary author on this list; the others I had in mind won't make it at this point because there's too much genre overlap, although I'll include them in my didn't-make-it list at the end. I've now got just 2 slots left and have counted up 14 more authors that absolutely need to be mentioned, so we'll see what happens.
#20AuthorsNoMen

Tatort: XL-Trailer: Dunkelheit - #ARD
https://www.ardmediathek.de/video/tatort/xl-trailer-dunkelhei…

Manifolds and Modules: How Function Develops in a Neural Foundation Model
Johannes Bertram, Luciano Dyballa, T. Anderson Keller, Savik Kinger, Steven W. Zucker
https://arxiv.org/abs/2512.07869 https://arxiv.org/pdf/2512.07869 https://arxiv.org/html/2512.07869
arXiv:2512.07869v1 Announce Type: new
Abstract: Foundation models have shown remarkable success in fitting biological visual systems; however, their black-box nature inherently limits their utility for under- standing brain function. Here, we peek inside a SOTA foundation model of neural activity (Wang et al., 2025) as a physiologist might, characterizing each 'neuron' based on its temporal response properties to parametric stimuli. We analyze how different stimuli are represented in neural activity space by building decoding man- ifolds, and we analyze how different neurons are represented in stimulus-response space by building neural encoding manifolds. We find that the different processing stages of the model (i.e., the feedforward encoder, recurrent, and readout modules) each exhibit qualitatively different representational structures in these manifolds. The recurrent module shows a jump in capabilities over the encoder module by 'pushing apart' the representations of different temporal stimulus patterns; while the readout module achieves biological fidelity by using numerous specialized feature maps rather than biologically plausible mechanisms. Overall, we present this work as a study of the inner workings of a prominent neural foundation model, gaining insights into the biological relevance of its internals through the novel analysis of its neurons' joint temporal response patterns.
toXiv_bot_toot

Dynamic micromagnetism a la Ericksen-Leslie, allowing the Einstein-de Haas and Barnett effects
Amit Acharya, Siladitya Pal
https://arxiv.org/abs/2510.04393 https://

Dynamic micromagnetism a la Ericksen-Leslie, allowing the Einstein-de Haas and Barnett effects
A model of dissipative micromagnetics coupled to elasticity is developed, following the procedures of the Ericksen-Leslie theory of nematic liquid crystals allowing for angular momentum due to magnetization. An outcome is the Landau-Lifshitz-Gilbert theory coupled to material spin. A further power-less augmentation to the angular momentum of the theory with classical kinetic energy density is also considered, which allows for plausible approaches to model the Einstein-de Haas and Barnett effect…