Only a few software teams are seeing real impact from incorporating AI. The key is launching an AI-driven redesign of the entire product development system, rather than just deploying new tools.
本文介绍油气智慧基地AI视频日报系统基于Auto Scaling的优雅扩缩容方案。通过自定义CloudWatch指标、目标跟踪策略和Lifecycle Hook,实现高峰期自动扩容、低谷期安全缩容,避免任务中断。方案对原系统改动小,兼顾成本与时效,适用于计算密集型视频处理场景。
黎曼动力联合光轮智能和诺亦腾机器人,共建具身智能数据闭环,目标到2026年底采集100万小时训练数据。三方分工:诺亦腾采集人类动作,光轮智能生成仿真数据,黎曼动力负责模型训练。此举旨在解决数据量不足和质量问题,验证机器人Scaling能力,推动行业标准化和开源。
Uber's "Zero Growth Stack" focuses on scalable infrastructure that separates capacity growth from business demand, reducing hardware needs while enhancing service scaling. Central to this is...
它石智航发布具身原生基座模型AWE 3.5,在WAIC展示多机器人线束装配等实战。该模型采用One Model架构,从预训练起融合视觉、语言、动作,实现世界模型内强化学习,基于百万小时数据训练。首席科学家丁文超称具身Scaling已释放,2027年或现分水岭,并强调灵巧手是未来关键。
论文提出推理时计算的第三维度“交互缩放”,通过外部仪器观测打破内部天花板,弥补推理与采样缩放的局限。实验显示,接地反馈提升代码生成准确率至100%,视觉缺陷减少40%-74%,强调反馈与评估须来自真实观测,而非模型自评。
McKinsey Senior Partner Brooke Weddle explores how companies are successfully scaling their AI programs.
2026年,AI产业将进入后Scaling新时代,重点关注智能体与产业增效。WAIC 2026将展示国产技术,如MemTensor记忆架构和Harness工程框架,以解决传统大模型的局限,推动AI从工具智能向认知智能转型。大会将探讨长期记忆架构的突破及多智能体协同的应用,展示中国在AGI领域的创新与发展。
Demand for batteries is surging as electric vehicles and storage grow, but competitiveness depends on securing materials, ramping up gigafactories, and building the local ecosystems needed to compete.
As companies push their AI pilots to scale, data is emerging as a constraint. Leaders are prioritizing data readiness, connecting structured and unstructured data into a governed, reusable foundation.
When a platform started with total developer autonomy, teams felt overwhelmed and ended up solving the same problems in completely different ways. The company shifted to enablement over support,...
Cindy Zhang discusses the evolution of XDS, a unified UI system powering 10,000+ internal tools. She shares actionable insights for architects and engineering leaders on managing large-scale...
华为的τ Scaling技术通过三维堆叠芯片提升了芯片密度和性能,缩短了信号传输距离,降低了能耗,推动了芯片技术向立体化发展。
Meryem Arik discusses why modern engineering teams face "inference chaos" and how AI model gateways provide a critical control layer. She explains the balance between empowering decentralized...
Clean technology can scale even in today’s uncertain environment. Our analysis of successful companies reveals what they do right.
智谱发布技术博客,讨论GLM-5系列模型在高负载下出现的乱码和复读现象。团队发现问题源于推理状态管理和KV Cache的竞态,提出在线异常监控策略和KV Cache分层存储方案,显著提升系统处理能力。未来,维护推理基础设施的输出质量将至关重要。
GitHub has publicly addressed a series of recent availability and performance issues that disrupted services across its platform, attributing the incidents to rapid growth, architectural coupling,...
A set of incentive pricing mechanisms can help guide investments, without prescribing specific technologies or companies, and make Western battery projects more competitive across the value chain.
Wayland协议支持窗口缩放,但Xwayland客户端不支持,导致模糊显示。KDE和Hyprland已实现不强行缩放Xwayland窗口,Wayfire最近也加入,允许程序自行处理缩放。相关设置可改善使用体验。
As organizations scale, communication overload, loss of shared context, and trust gaps emerge, Charlotte de Jong Schouwenburg mentioned. Trust must be built team by team; it can’t be replicated....
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