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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.

Beyond the copilot: Scaling the agentic product development life cycle

McKinsey Insights & Publications McKinsey Insights & Publications · 2026-08-21T00:00:00Z
基于 Auto Scaling 实现油气智慧基地 AI 视频日报系统的优雅扩缩容

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。

基于 Auto Scaling 实现油气智慧基地 AI 视频日报系统的优雅扩缩容

亚马逊AWS官方博客 亚马逊AWS官方博客 · 2026-08-20T02:29:08Z
冲刺全球首个100万小时具身数据!三家国产公司,联手了

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。

冲刺全球首个100万小时具身数据!三家国产公司,联手了

量子位 量子位 · 2026-08-07T00:55:47Z

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...

Uber’s Zero Growth Stack: Scaling Services, While Optimising Infrastructure and AI Cost

InfoQ InfoQ · 2026-07-28T07:07:00Z
WAIC最狠展台打爆工业「深水区」!它石智航首发具身原生大脑AWE 3.5,具身Scaling全面释放

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。

WAIC最狠展台打爆工业「深水区」!它石智航首发具身原生大脑AWE 3.5,具身Scaling全面释放

量子位 量子位 · 2026-07-23T03:28:24Z
一分钟读论文:《Interaction Scaling:测试时计算的第三维度》

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。

一分钟读论文:《Interaction Scaling:测试时计算的第三维度》

Micropaper Micropaper · 2026-07-14T00:00:00Z

McKinsey Senior Partner Brooke Weddle explores how companies are successfully scaling their AI programs.

Rewired takes: Practical people lessons for scaling AI adoption

McKinsey Insights & Publications McKinsey Insights & Publications · 2026-07-13T00:00:00Z
征程赶超|WAIC 2026模型与智能体:后Scaling时代范式重构,迈入智能体生产力时代

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。

征程赶超|WAIC 2026模型与智能体:后Scaling时代范式重构,迈入智能体生产力时代

量子位 量子位 · 2026-07-06T01:45:55Z

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.

Batteries: Scaling the engine of electrification

McKinsey Insights & Publications McKinsey Insights & Publications · 2026-06-30T00:00:00Z

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.

AI data readiness: The key to scaling impact

McKinsey Insights & Publications McKinsey Insights & Publications · 2026-06-23T00:00:00Z

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,...

Building and Scaling a Platform with Project-as-a-Service

InfoQ InfoQ · 2026-06-11T11:17:00Z

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...

Presentation: Building and Scaling UI Systems for Internal Tools at Meta

InfoQ InfoQ · 2026-06-11T09:05:00Z
降维打击:华为τ Scaling立体化挑战芯片平面时代

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。

降维打击:华为τ Scaling立体化挑战芯片平面时代

极道 极道 · 2026-05-26T22:19:00Z

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...

Presentation: The AI Gateway: Scaling Centralized Inference Across Decentralized Teams

InfoQ InfoQ · 2026-05-20T12:40:00Z

Clean technology can scale even in today’s uncertain environment. Our analysis of successful companies reveals what they do right.

Cheaper, faster, better: A formula for cleantech scaling success

McKinsey Insights & Publications McKinsey Insights & Publications · 2026-05-11T00:00:00Z
智谱公布“降智”的秘密:Scaling不可避免的痛

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。

智谱公布“降智”的秘密:Scaling不可避免的痛

量子位 量子位 · 2026-05-01T11:00:05Z

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,...

GitHub Acknowledges Recent Outages, Cites Scaling Challenges and Architectural Weaknesses

InfoQ InfoQ · 2026-04-21T12:00:00Z

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.

Incentive pricing for batteries: Scaling the Western supply chain

McKinsey Insights & Publications McKinsey Insights & Publications · 2026-04-20T00:00:00Z
Wayfire Now Supports Non-Scaling for Xwayland

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。

Wayfire Now Supports Non-Scaling for Xwayland

依云's Blog 依云's Blog · 2026-04-18T13:22:54Z

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....

How to Handle Trusts and Psychological Safety When Scaling Organizations

InfoQ InfoQ · 2026-04-02T11:04:00Z
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