Tootfinder

Cards vague on status of QB Murray, WR Harrison https://www.espn.com/nfl/story/_/id/46627258/cardinals-gannon-vague-status-qb-murray-wr-harrison

LLM Hallucination Detection: A Fast Fourier Transform Method Based on Hidden Layer Temporal Signals
Jinxin Li, Gang Tu, ShengYu Cheng, Junjie Hu, Jinting Wang, Rui Chen, Zhilong Zhou, Dongbo Shan
https://arxiv.org/abs/2509.13154

LLM Hallucination Detection: A Fast Fourier Transform Method Based on Hidden Layer Temporal Signals
Hallucination remains a critical barrier for deploying large language models (LLMs) in reliability-sensitive applications. Existing detection methods largely fall into two categories: factuality checking, which is fundamentally constrained by external knowledge coverage, and static hidden-state analysis, that fails to capture deviations in reasoning dynamics. As a result, their effectiveness and robustness remain limited. We propose HSAD (Hidden Signal Analysis-based Detection), a novel halluci…

Karmic Historiography Forum on The Immanent Frame
https://ift.tt/Hxtq25V
University of Alaska - Fairbanks - Alaska & Polar Regions Area Studies Bibliographer & Curator of…
via Input 4 RELCFP

Mixed Triplet-Singlet Order Parameter in Decoupled Superconducting 1H Monolayers of Transition-Metal Dichalcogenides
Avior Almoalem, Sajilesh Kunhiparambath, Roni Anna Gofman, Yuval Nitzav, Ilay Mangel, Nitzan Ragoler, Jun Fujii, Ivana Vobornik, Francois Bertran, Amit Kanigel, Jonathan Ruhman, Vidya Madhavan
https://arxiv.org/abs/2509.1330…

Mixed Triplet-Singlet Order Parameter in Decoupled Superconducting 1H Monolayers of Transition-Metal Dichalcogenides
Understanding the emergence of unconventional superconductivity, where the order parameter deviates from simple isotropic s-wave pairing, is a central puzzle in condensed matter physics. Transition-metal dichalcogenides (TMDCs), though generally regarded as conventional superconductors, display signatures of this unusual behavior and thus provide a particularly intriguing platform to explore how exotic states arise. Here we investigate the misfit compound (SnS)$_{1.15}$(TaS$_2$), a heterostruct…

Data distribution impacts the performance and generalisability of contrastive learning-based foundation models of electrocardiograms
Gul Rukh Khattak, Konstantinos Patlatzoglou, Joseph Barker, Libor Pastika, Boroumand Zeidaabadi, Ahmed El-Medany, Hesham Aggour, Yixiu Liang, Antonio H. Ribeiro, Jeffrey Annis, Antonio Luiz Pinho Ribeiro, Junbo Ge, Daniel B. Kramer, Jonathan W. Waks, Evan Brittain, Nicholas Peters, Fu Siong Ng, Arunashis Sau

Data distribution impacts the performance and generalisability of contrastive learning-based foundation models of electrocardiograms
Contrastive learning is a widely adopted self-supervised pretraining strategy, yet its dependence on cohort composition remains underexplored. We present Contrasting by Patient Augmented Electrocardiograms (CAPE) foundation model and pretrain on four cohorts (n = 5,203,352), from diverse populations across three continents (North America, South America, Asia). We systematically assess how cohort demographics, health status, and population diversity influence the downstream performance for predi…

Letter of Intent: 100m Atom Interferometer Experiment at CERN
Charles Baynham, Andrea Bertoldi, Diego Blas, Oliver Buchmueller, Sergio Calatroni, Vassilis Charmandaris, Maria Luisa Chiofalo, Pierre Clad\'e, Jonathon Coleman, Fabio Di Pumpo, John Ellis, Naceur Gaaloul, Sa\"ida Guellati-Khelifa, Tiffany Harte, Richard Hobson, Michael Holynski, Samuel Lellouch, Lucas Lombriser, Elias Lopez Asamar, Michele Maggiore, Christopher McCabe, Jeremiah Mitchell, Ernst M. Rasel, Federico S…

Letter of Intent: 100m Atom Interferometer Experiment at CERN
We propose an O(100)m Atom Interferometer (AI) experiment to be installed against a wall of the PX46 access shaft to the LHC. This experiment would probe unexplored ranges of the possible couplings of bosonic ultralight dark matter (ULDM) to atomic constituents and undertake a pioneering search for gravitational waves (GWs) at frequencies intermediate between those to which existing and planned experiments are sensitive, among other fundamental physics studies. A conceptual feasibility study sh…

Last week, the Department of Justice’s Board of Immigration Appeals ruled that
people who enter the country without authorization must be detained throughout their removal proceedings
-- a process that can take years.
The decision stems from the case of Jonathan Javier Yajure Hurtado,
a Venezuelan citizen who entered the United States in 2022.
In 2024, he was granted Temporary Protected Status, which expired in April;
He was subsequently arrested.
At…

DOJ Board Says Millions of Immigrants Can Be Jailed During Removal Proceedings
The ruling would force immigrants to litigate their cases — a process that could take years — while being detained.

An Agentic Toolkit for Adaptive Information Extraction from Regulatory Documents
Gaye Colakoglu, G\"urkan Solmaz, Jonathan F\"urst
https://arxiv.org/abs/2509.11773 htt…

An Agentic Toolkit for Adaptive Information Extraction from Regulatory Documents
Declaration of Performance (DoP) documents, mandated by EU regulation, certify the performance of construction products. While some of their content is standardized, DoPs vary widely in layout, language, schema, and format, posing challenges for automated key-value pair extraction (KVP) and question answering (QA). Existing static or LLM-only IE pipelines often hallucinate and fail to adapt to this structural diversity. Our domain-specific, stateful agentic system addresses these challenges thr…

Towards an application of fourth-order shear statistics I. The information content of $\langle M_\mathrm{ap}^4 \rangle $
Elena Silvestre-Rosello, Lucas Porth, Peter Schneider, Laila Linke, Jonas Krueger, Sebastian Grandis, Jonathan Oel
https://arxiv.org/abs/2509.07973

Towards an application of fourth-order shear statistics I. The information content of $\langle M_\mathrm{ap}^4 \rangle $
Higher-order shear statistics contain part of the non-Gaussian information of the projected matter field and therefore can provide additional constraints on the cosmological parameters when combined with second-order statistics. We aim to provide the theoretical framework for studying shear four-point correlation functions (4PCF) using fourth-order aperture statistics and develop a numerical integration pipeline to compute them. Finally, we forecast the information content of fourth-order apert…

Directional replicability: when can the factor of two be omitted
Vera Djordjilovi\'c, Tamar Sofer, Jonathan M. Dreyfuss
https://arxiv.org/abs/2510.11273 https://

Directional replicability: when can the factor of two be omitted
Directional replicability addresses the question of whether an effect studied across $n$ independent studies is present with the same direction in at least $r$ of them, for $r \geq 2$. When the expected direction of the effect is not specified in advance, the state of the art recommends assessing replicability separately by combining one-sided $p$-values for both directions (left and right), and then doubling the smaller of the two resulting combined $p$-values to account for multiple testing. …