Tootfinder

Equivariant Flow Matching for Symmetry-Breaking Bifurcation Problems
Fleur Hendriks, Ond\v{r}ej Roko\v{s}, Martin Do\v{s}k\'a\v{r}, Marc G. D. Geers, Vlado Menkovski
https://arxiv.org/abs/2509.03340

Equivariant Flow Matching for Symmetry-Breaking Bifurcation Problems
Bifurcation phenomena in nonlinear dynamical systems often lead to multiple coexisting stable solutions, particularly in the presence of symmetry breaking. Deterministic machine learning models struggle to capture this multiplicity, averaging over solutions and failing to represent lower-symmetry outcomes. In this work, we propose a generative framework based on flow matching to model the full probability distribution over bifurcation outcomes. Our method enables direct sampling of multiple val…

Social World Models
Xuhui Zhou, Jiarui Liu, Akhila Yerukola, Hyunwoo Kim, Maarten Sap
https://arxiv.org/abs/2509.00559 https://arxiv.org/pdf/2509.00559

Social World Models
Humans intuitively navigate social interactions by simulating unspoken dynamics and reasoning about others' perspectives, even with limited information. In contrast, AI systems struggle to automatically structure and reason about these implicit social contexts. In this paper, we introduce a novel structured social world representation formalism (S3AP), designed to help AI systems reason more effectively about social dynamics. Following a POMDP-driven design, S3AP represents social interactions …

An interesting lighting talk at #hacklu presenting a tool for Offline decryption of SCCM database secrets.
https://github.com/MartinoTommasini/offlineSCCMdecrypt

GitHub - MartinoTommasini/offlineSCCMdecrypt: Step-by-step documentation on how to decrypt SCCM database secrets offline
Step-by-step documentation on how to decrypt SCCM database secrets offline - MartinoTommasini/offlineSCCMdecrypt

Filing: CFPB scrapped a 2024 Apple credit card settlement implemented under Biden, ending oversight requirements years early; Apple had already paid a $25M fine (Christian Martinez/Reuters)
https://www.reuters.com/sustainability/boa…

Since there has been a shift in what people mean by referring to the F-word I assume that in the near future there will be quite a few confused people looking at how often the F-word is used in films and going: "569 times! Martin Scorsese must really hate gay people".
So, for the sake of Martin Scorsese's reputation, call it the "F-slur".

Doug Martin's Agent Issues Statement After Death of Former Buccaneers, Raiders RB https://www.si.com/nfl/doug-martin-agent-issues-statement-after-death-of-former-buccaneers-raiders-rb

Human vs. AI Safety Perception? Decoding Human Safety Perception with Eye-Tracking Systems, Street View Images, and Explainable AI
Yuhao Kang, Junda Chen, Liu Liu, Kshitij Sharmad, Martina Mazzarello, Simone Mora, Fabio Duarte, Carlo Ratti
https://arxiv.org/abs/2509.25457

Human vs. AI Safety Perception? Decoding Human Safety Perception with Eye-Tracking Systems, Street View Images, and Explainable AI
The way residents perceive safety plays an important role in how they use public spaces. Studies have combined large-scale street view images and advanced computer vision techniques to measure the perception of safety of urban environments. Despite their success, such studies have often overlooked the specific environmental visual factors that draw human attention and trigger people's feelings of safety perceptions. In this study, we introduce a computational framework that enriches the existin…

Effects of Neutron Irradiation on LGADs with Broad Multiplication Layer and varied Carbon-Enriched Doses: A Study on Timing Performance and Gain Deterioration
E. Navarrete Ramos, J. Villegas, J. Duarte-Campderros, M. Fernandez, A. Gomez-Carrera, G. Gomez, J. Gonzalez, S. Hidalgo, R. Jaramillo, P. Martinez Ruiz del Arbol, A. Merlos, C. Quintana, I. Vila
https://…

Effects of Neutron Irradiation on LGADs with Broad Multiplication Layer and varied Carbon-Enriched Doses: A Study on Timing Performance and Gain Deterioration
In this radiation tolerance study, Low Gain Avalanche Detectors (LGADs) with a carbon-enriched broad and shallow multiplication layer were examined in comparison to identical non-carbonated LGADs. Manufactured at IMB-CNM, the sensors underwent neutron irradiation at the TRIGRA reactor in Ljubljana, reaching a fluence of $2.5 \times 10^{15}n_{eq}cm^{-2}$. The results revealed a smaller deactivation of Boron and improved resistance to radiation in carbonated LGADs. The study demonstrated the pote…

De vissteiger Albaststraat is veel te winderig, alleen op het trapje is het nèt aangenaam genoeg.
Ook aan het begin van het 'bos' waait het nog flink.

🇺🇦 #NowPlaying on BBCRadio3's #ThroughTheNight
Paul Gilson, Flemish Radio Choir, Brassband Buizingen, Martyn Brabbins & The Flemish Radio Orchestra:
🎵 La Mer - symphonic sketches
#PaulGilson #FlemishRadioChoir #BrassbandBuizingen #MartynBrabbins #TheFlemishRadioOrchestra