Tootfinder

Dynamic Collaboration of Multi-Language Models based on Minimal Complete Semantic Units
Chao Hao, Zezheng Wang, Yanhua Huang, Ruiwen Xu, Wenzhe Niu, Xin Liu, Zitong Yu
https://arxiv.org/abs/2508.18763 …

Dynamic Collaboration of Multi-Language Models based on Minimal Complete Semantic Units
This paper investigates the enhancement of reasoning capabilities in language models through token-level multi-model collaboration. Our approach selects the optimal tokens from the next token distributions provided by multiple models to perform autoregressive reasoning. Contrary to the assumption that more models yield better results, we introduce a distribution distance-based dynamic selection strategy (DDS) to optimize the multi-model collaboration process. To address the critical challenge o…

First results from LEGEND-200 on the search for neutrinoless double beta decay
Giovanna Saleh (on behalf of the LEGEND Collaboration)
https://arxiv.org/abs/2509.21166 https://…

First results from LEGEND-200 on the search for neutrinoless double beta decay
Neutrinoless double beta decay ($0νββ$) is a rare process which could take place if neutrinos are Majorana fermions: the observation of this decay would provide unambiguous evidence for the existence of new Physics beyond the Standard Model, as it entails a two-units lepton number violation. The LEGEND experiment (Large Enriched Germanium Experiment for Neutrinoless $ββ$ Decay) searches for the $0νββ$ of $^{76}$Ge using High Purity Germanium detectors enriched in $^{76}$Ge beyond the 86…

Search for an eV-scale sterile neutrino with the first six detection units of KM3NeT/ORCA
Collaboration, Adriani, Albert, Alhebsi, Alshalloudi, Alshamsi, Garre, Ameli, Andre, Aphecetche, Ardid, Ardid, Aublin, Badaracco, Bailly-Salins, Baret, Bariego-Quintana, Becherini, Bendahman, Gualandi, Benhassi, Benoit, Be\v{n}u\v{s}ov\'a, Berbee, Berti, Bertin, Betti, Biagi, Boettcher, Bonanno, Bond\`i, Bottai, Bouasla, Boumaaza, Bouta, Bouwhuis, Bozza, Bozza, Br\^anza\v{s}, Bretaudeau, Breuh…

Search for an eV-scale sterile neutrino with the first six detection units of KM3NeT/ORCA
The existence of an eV-scale sterile neutrino has been proposed to explain several anomalous experimental results obtained over the course of the past 25 years. The first search for such a sterile neutrino conducted with data from KM3NeT/ORCA -- a water Cherenkov neutrino telescope under construction at the bottom of the Mediterranean Sea -- is reported in this paper. GeV-scale atmospheric neutrino oscillations are measured by reconstructing the energy and arrival direction of up-going neutrino…

ClearFairy: Capturing Creative Workflows through Decision Structuring, In-Situ Questioning, and Rationale Inference
Kihoon Son, DaEun Choi, Tae Soo Kim, Young-Ho Kim, Sangdoo Yun, Juho Kim
https://arxiv.org/abs/2509.14537

ClearFairy: Capturing Creative Workflows through Decision Structuring, In-Situ Questioning, and Rationale Inference
Capturing professionals' decision-making in creative workflows is essential for reflection, collaboration, and knowledge sharing, yet existing methods often leave rationales incomplete and implicit decisions hidden. To address this, we present CLEAR framework that structures reasoning into cognitive decision steps-linked units of actions, artifacts, and self-explanations that make decisions traceable. Building on this framework, we introduce ClearFairy, a think-aloud AI assistant for UI design …

An Adaptive Responsible AI Governance Framework for Decentralized Organizations
Kiana Jafari Meimandi, Anka Reuel, Gabriela Aranguiz-Dias, Hatim Rahama, Ala-Eddine Ayadi, Xavier Boullier, J\'er\'emy Verdo, Louis Montanie, Mykel Kochenderfer
https://arxiv.org/abs/2510.03368

An Adaptive Responsible AI Governance Framework for Decentralized Organizations
This paper examines the assessment challenges of Responsible AI (RAI) governance efforts in globally decentralized organizations through a case study collaboration between a leading research university and a multinational enterprise. While there are many proposed frameworks for RAI, their application in complex organizational settings with distributed decision-making authority remains underexplored. Our RAI assessment, conducted across multiple business units and AI use cases, reveals four key …

Observation of long-range collective flow in OO and NeNe collisions and implications for nuclear structure studies
CMS Collaboration
https://arxiv.org/abs/2510.02580 https://

Observation of long-range collective flow in OO and NeNe collisions and implications for nuclear structure studies
The long-range collective flow of particles produced in oxygen-oxygen (OO) and neon-neon (NeNe) collisions is measured with the CMS detector at the CERN LHC. The data samples were collected at a center-of-mass energy per nucleon pair of 5.36 TeV, with integrated luminosities of 7 nb$^{-1}$ and 0.8 nb$^{-1}$ for OO and NeNe collisions, respectively. Two- and four-particle azimuthal correlations are measured over nearly five units of pseudorapidity. Significant elliptic ($v_2$) and triangular ($v…