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Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models
Ziliang Qiu, Renfen Hu
https://arxiv.org/abs/2510.12110 https://

Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models
The evaluation of LLMs' creativity represents a crucial research domain, though challenges such as data contamination and costly human assessments often impede progress. Drawing inspiration from human creativity assessment, we propose PACE, asking LLMs to generate Parallel Association Chains to Evaluate their creativity. PACE minimizes the risk of data contamination and offers a straightforward, highly efficient evaluation, as evidenced by its strong correlation with Chatbot Arena Creative Writ…

@… veo este artículo, y, me pregunto: es siquiera legal comprar trenes sin concurso público?
https://www.trenvista.net/analisis/trenes-oscar-…

Quantized Charge Accumulation in a Quantum Anomalous Hall System
Yuanze Li (State Key Laboratory of Low Dimensional Quantum Physics, Department of Physics, Tsinghua University, Beijing, China), Jiahao Chen (State Key Laboratory of Low Dimensional Quantum Physics, Department of Physics, Tsinghua University, Beijing, China), Renfei Wang (International Center for Quantum Materials, Peking University, Beijing, China), Yifan Zhang (School of Information Science and Technology, ShanghaiTech …

Quantized Charge Accumulation in a Quantum Anomalous Hall System
We report the first experimental observation of magnetic-field-induced quantized charge accumulation in a quantum anomalous Hall (QAH) system -- a phenomenon originating from the intrinsic two-dimensional surface state and fundamentally distinct from conventional edge-dependent transport phenomena. Our approach employs a novel out-of-plane capacitive detection method to directly probe this charge accumulation, revealing its distinction and correlation with other surface state properties, such a…