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DeepSeek扩招！弹性计算团队大量HC，尤其需要资深工程师
岗位JD甩了篇技术报告
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华为无屏手环专利获公开：弹性件形变调节尺寸，增大功能模块空间
IT之家 9 月 25 日消息，华为技术有限公司一项穿戴设备专利于 9 月 22 日获得授权公告，公告号为 CN224776210U，申请日为 2025 年 8 月 25 日。该专利涉及一种通过弹性件形变调节穿戴空间尺寸的穿戴设备方案。 根据专利摘要，该穿戴设备的弹性件围合形成穿戴空间，弹性件的第一…
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LinkedIn says it won't be spending big on AI hardware this year
云上AI算力按需扩容，免去自购硬件成本，与微软生态深度集成，企业灵活上云首选。
Article URL: https://www.techradar.com/pro/linkedin-says-it-wont-be-spending-big-on-ai-hardware-this-year-but-it-has-a-good-reason-why Comments URL: h…
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AI Coding Tip 029 - Stop Using One Model for Everything
别再依赖单一AI模型了，这篇文章教你用多模型互补策略提升编码和审查质量，避免盲点与单点故障
Different stages need different brains. TL;DR: Assign a different model to each pipeline stage since none excels at planning, coding, reviewing, and t…
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Tombstone v1.3-v1.4: Resilience Was the Easy Layer
版本更新揭示弹性只是起点，Tombstone v1.3-v1.4聚焦更底层的分层韧性设计，从CI失败中窥见系统复杂性的真实挑战。
I removed four || true statements from a GitHub Actions workflow on July 9th and watched CI go red in four different ways within the same run. Not one…
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Is it practical to host a real production app on a Mac mini?
Mac mini 能否扛住十万级用户？看看真实生产环境中的可行性与坑
I want to try out some personal projects, and although personal projects often don't get much traffic, I'd like to make it capable of scaling upto ten…
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openEuler 24.03 LTS SP4 发布：弹性内存、64K 内核、AI 图编译器全面升级
开源操作系统openEuler最新SP4版本发布，聚焦弹性内存、64K内核与AI图编译器，夯实AI原生基础设施底座
IT之家 6 月 26 日消息，6 月 25 至 26 日，2026 开放原子开源生态大会在京举行，开源欧拉 openEuler 24.03 LTS SP4 版本正式对外发布。 该版本基于 6.6 内核的 LTS（IT之家注：长期支持）版本，面向服务器、云计算、灵衢超节点和 AI 等场景持续增强能力…
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Adaptive Utility driven Resource Orchestration for Resilient AI (AURORA-AI)
自适应效用驱动的资源编排框架，为弹性AI系统提供高效调度新思路，IEEE论文值得关注。
arXiv:2606.27005v1 Announce Type: new Abstract: Modern AI systems are increasingly deployed under non-stationary computational, demographic, and opera…
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Federated Temporal Attention Intelligence for Cyber-Resilient IoMT: Lightweight Digital Twins and PPO-Driven Honeypot Deception
融合联邦时序注意力与数字孪生，为医疗物联网提供轻量级主动防御新思路。
arXiv:2606.21422v1 Announce Type: new Abstract: The rapid proliferation of Internet of Medical Things (IoMT) devices introduces critical cybersecurity…
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Want to get a data center online quickly? Give it some flex.
FlexGrid帮数据中心快速上线、灵活调度电力，实测模拟英国电网需求，能有效降低能源风险
At the end of a tense and scoreless first half of a soccer match between the English men’s team and rival Germany, millions of Brits let out a collect…
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Use AI to Make Software Elastic
AI让软件弹性化，从开发到部署的新思路，值得一看。
Article URL: https://everythingengineer.substack.com/p/beginners-write-software-with-ai Comments URL: https://news.ycombinator.com/item?id=48554567 Po…
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A Resilient Solution for Sewer Overflow Monitoring across Cloud and Edge
云边协同的弹性架构，解决下水道溢流监测中的可靠性与实时性难题。
arXiv:2605.10592v2 Announce Type: replace Abstract: Aging combined sewer systems in many historical cities are increasingly stressed by extreme rainfa…
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Elastic ViTs from Pretrained Models without Retraining
无需额外训练，即可让预训练ViT弹性适配不同计算约束，实现高效推理与精度平衡的创新方法。
arXiv:2510.17700v2 Announce Type: replace Abstract: Vision foundation models achieve remarkable performance but are only available in a limited set of…
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"The AI did it" won't save you when EU regulators come knocking
EU新规下，“AI干的”不再是挡箭牌，24小时内不报告漏洞将面临重罚。
The EU Cyber Resilience Act has been on everyone's "we'll deal with it later" list since it entered into force in December 2024. Later is arriving: vu…
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SoK: A Comprehensive Security Analysis of Jailbreak Resilience in GPT and DeepSeek Models
系统化综述首度全面剖析GPT与DeepSeek系列模型的越狱抗性，揭示安全漏洞与防御边界
arXiv:2506.18543v2 Announce Type: replace-cross Abstract: The rapid proliferation of Large Language Models (LLMs) has heightened concerns regarding th…
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ReCoVer: Resilient LLM Pre-Training System via Fault-Tolerant Collective and Versatile Workload
新论文提出ReCoVer系统，用容错集合和灵活工作负载增强LLM预训练弹性，减少训练中断损失。
arXiv:2605.11215v2 Announce Type: replace-cross Abstract: Pre-training large language models on massive GPU clusters has made hardware faults routine …
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Ubiquiti 推出 UniFi 5G Backup：为网关系统添加冗余弹性
Ubiquiti推出UniFi 5G Backup，为网关系统提供5G容灾备份，提升网络冗余性与可靠性。
IT之家 5 月 22 日消息，Ubiquiti（优倍快）美国当地时间 21 日宣布推出 UniFi 5G Backup (U5G)。这一售价 99 美元 （IT之家注：现汇率约合 674.3 元人民币） 的 5G RedCap 冗余连接系统 可为支持 5G 的 UniFi 网关提供容灾弹性 。 U…
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Conflict-Resilient Multi-Agent Reasoning via Signed Graph Modeling
用符号图建模多智能体间的冲突信号，提升复杂协作场景下的推理鲁棒性，开辟AI冲突管理新路径。
arXiv:2605.19418v1 Announce Type: new Abstract: LLM-based multi-agent systems (MAS) have demonstrated strong reasoning and decision-making capabilitie…
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Enhancing Cloud Network Resilience via a Robust LLM-Empowered Multi-Agent Reinforcement Learning Framework
融合LLM与多智能体强化学习，打造弹性的云网络防御框架，有效应对虚拟化带来的安全挑战。
arXiv:2601.07122v2 Announce Type: replace-cross Abstract: While virtualization and resource pooling empower cloud networks with structural flexibility…
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DynaTrain: Fast Online Parallelism Switching for Elastic LLM Training
一种快速在线切换并行策略的新方法，让大模型训练更弹性高效。
arXiv:2605.18815v1 Announce Type: new Abstract: Modern large language model (LLM) training is inherently dynamic: resource fluctuations, RLHF phase sh…