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Ubiquiti 推出 UniFi 5G Backup：为网关系统添加冗余弹性
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…
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Show HN: Resilient, A composable async resilience toolkit for rust
为Rust应用提供限流、熔断、超时等组合弹性策略，轻松实现异步容错处理。
Resilient is an async toolkit for rust that handles fault tolerance for your rust Apps that often call other services or database queries frequently. …
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Energy-Efficient Quadruped Locomotion with Compliant Feet
四足机器人用柔性脚替代刚硬脚，吸收冲击并存储弹性能，实现更高能效的运动。
arXiv:2605.14411v1 Announce Type: cross Abstract: Quadruped robots are often designed with rigid feet to simplify control and maintain stable contact …
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Elastic Spiking Transformers for Efficient Gesture Understanding
新型弹性脉冲 Transformer，突破静态网络限制，在神经形态硬件上高效理解手势。
arXiv:2605.13869v1 Announce Type: cross Abstract: Spiking Neural Networks (SNNs), particularly Spiking Transformers, offer energy-efficient processing…
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Strengthening cyber resilience as AI capabilities advance
OpenAI详解如何应对AI带来的网络安全挑战，强化防御与滥用管控。
OpenAI is investing in stronger safeguards and defensive capabilities as AI models become more powerful in cybersecurity. We explain how we assess ris…