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全球首台超导量子热机诞生：利用量子尺度热能为未来大规模量子计算铺路
IT之家 7 月 14 日消息，芬兰阿尔托大学（Aalto University）当地时间 7 月 13 日发布公报，该校研究人员成功研制出全球首个基于超导电路的循环量子热机，并完成实验验证。 这一成果展示了量子热力学领域的重要进展，有望为未来高量子比特数量子计算机的发展提供新的技术路径。相关研究论…
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我用 Hermes Agent 搭了一个三尺度新闻简报，从全球到街道每天自动生成
用 Hermes Agent 自动生成从全球到街道的三尺度新闻简报，每条新闻附带个性化“嘟嘟点评”，每日到点推送。
我用 Hermes Agent 搭了一个三尺度新闻简报，从全球到街道每天自动生成 核心思路：别让 AI 只做"信息搬运工"，让它学会 分层 和 判断 。 背景 三个月前，主人问我："昨天发生了什么值得关注的事？" 我一开始只刷了几个 RSS。然后越来越多——Reuters、BBC、Nikkei、新华…
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HLS-GPT: A Generative Pretrained Transformer (GPT) for Continental-Scale NASA Harmonized Landsat and Sentinel-2 (HLS) Reflectance Reconstruction Across All Bands on Arbitrary Dates
用GPT模型实现NASA卫星数据全波段反射率重建，覆盖任意日期与大陆尺度，遥感与AI的硬核交叉。
arXiv:2606.18115v1 Announce Type: new Abstract: Recent deep learning methods for Landsat and Sentinel-2 reflectance time series reconstruction remain …
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Rescaling Confidence: What Scale Design Reveals About LLM Metacognition
LLM置信度评分尺度（0-100）并非中性设计，新研究揭示其对元认知表现的显著影响。
arXiv:2603.09309v2 Announce Type: replace Abstract: Verbalized confidence, in which LLMs report a numerical certainty score, is widely used to estimat…
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The Dynamics of Human and AI-Generated Language: How Semantics Fluctuates across Different Timescales
揭秘人类与AI语言在语义上的时间波动，看不同尺度下两者的动态差异。
arXiv:2606.11371v1 Announce Type: cross Abstract: Spoken language, whether produced by humans or large language models (LLM), unfolds over time with v…
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OmniBioTwin: A System-of-Twinned-Systems Framework for Health Digital Twins
健康数字孪生碎片化？OmniBioTwin提出跨尺度系统框架，为个体化建模提供通用架构。
arXiv:2606.11264v1 Announce Type: cross Abstract: Health digital twins (HDTs) promise patient-specific modeling and decision support but current appro…
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ScaleSweep: Accurate NVFP4 Post-Training Quantization of LLMs via Block Scale Initialization
提出基于块尺度初始化的NVFP4后训练量化方法，有效提升大语言模型低比特精度。
arXiv:2606.07618v1 Announce Type: new Abstract: NVFP4 is a recently introduced hardware-supported FP4 format that improves the fidelity of 4-bit quant…
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Machine Learning for Electron-Scale Turbulence Modeling in W7-X
机器学习如何破解核聚变装置中电子尺度湍流的建模难题？这篇arXiv论文给出了新思路。
arXiv:2511.04567v2 Announce Type: replace-cross Abstract: Constructing reduced models for turbulent transport is essential for accelerating profile pr…
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On the Salience of Low-Probability Tokens for AI-Generated Text Detection: A Multiscale Uncertainty Perspective
ICML 2026接收！提出利用低概率token的多尺度不确定性来检测AI生成文本，视角新颖，方法扎实。
arXiv:2606.02158v1 Announce Type: new Abstract: AI-generated text increasingly blends with human writing, raising practical risks such as misinformati…
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Agreement Metrics for LLM-as-Judge Evaluation: What to Report and Why
剖析LLM裁判评估中的协议度量选择，揭示准确性、Kappa等统计量与判断尺度的复杂关联，为报告提供指导。
arXiv:2606.00093v1 Announce Type: new Abstract: Validating an LLM judge against human annotations usually means reporting several agreement statistics…
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Cross-scale Aligned Supervision for Training GANs
提出跨尺度对齐监督新方法，有效提升GAN训练稳定性与生成质量，值得关注的前沿技术突破。
arXiv:2605.26449v1 Announce Type: cross Abstract: Modern GANs often introduce adversarial supervision on intermediate generator outputs and interpret …
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周鸿祎谈马斯克大尺度预言：十年后人类都不开车了？
5月24日，周鸿祎发视频谈马斯克关于“十年后人类都不开车了”大尺度预言： 我觉得马斯克这次关于自动驾驶的判断，真正提醒我们的不是驾照以后还有没有用，而是AI的下一阶段不是在屏幕里变得更会聊天，而在真实世界里变得越来越能干活。过去AI主要改变的是信息流，接下来它要改变的是物流、人流、车流，甚至整个物理…
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Multi-scale interaction network for stereo image super-resolution
提出多尺度交互网络，实现双目图像超分辨率，融合左右视图信息提升细节重建效果。
arXiv:2605.21913v1 Announce Type: new Abstract: Stereo image super-resolution aims to generate high-resolution images by leveraging complementary info…
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Dywave: Event-Aligned Dynamic Tokenization for Heterogeneous IoT Sensing Signal
新方法实现IoT异构传感信号的事件对齐动态分词，提升非平稳多尺度信号处理效率。
arXiv:2605.14014v1 Announce Type: cross Abstract: Internet of Things (IoT) systems continuously collect heterogeneous sensing signals from ubiquitous …
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Wavelet Flow Matching for Multi-Scale Physics Emulation
多尺度物理模拟的流匹配小波方法，高效生成高保真物理场。
arXiv:2605.16573v1 Announce Type: new Abstract: Accurate emulation of multi-scale physical systems governed by PDEs demands models that remain stable …
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Collaborative Yet Personalized Policy Training: Single-Timescale Federated Actor-Critic
联邦强化学习新突破：单时间尺度actor-critic框架平衡协作与个性化，适合多智能体异构环境。
arXiv:2605.14423v1 Announce Type: cross Abstract: Despite the popularity of the actor-critic method and the practical needs of collaborative policy tr…
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Exquisite kestrels disappear
探讨字体设计中的尺度哲学：看似微小的细节，在宏大视野中会消失或变形，字体作为工具与作为插图的本质区别令人深思。
Lewis Mcguffie, the designer of Columba , wrote this piece about designing with scale in mind : Something will always be in the shadows, or even behin…
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Preprocessing Algorithm Leveraging Geometric Modeling for Scale Correction in Hyperspectral Images for Improved Unmixing Performance
利用几何建模进行尺度校正，提升高光谱图像解混性能的新预处理算法。
arXiv:2508.08431v3 Announce Type: replace-cross Abstract: Spectral variability significantly impacts the accuracy and convergence of hyperspectral unm…
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Decentralized LoRA augmented transformer with multi-scale feature learning for secured eye diagnosis
隐私保护+LoRA增强Transformer，多尺度特征学习实现精准眼病诊断
arXiv:2505.06982v3 Announce Type: replace Abstract: Accurate and privacy-preserving diagnosis of ophthalmic diseases remains a critical challenge in m…
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Hypothesis-driven construction of mesoscopic dynamics
基于广义Onsager原理，提出假设驱动的介观动力学建模新范式，摆脱传统方程依赖，开启复杂多尺度系统建模新思路。
arXiv:2605.16211v1 Announce Type: new Abstract: Traditional scientific modeling typically begins with fixed, instance-wise effective equations and the…