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全球科技巨头,本文作者,分享了其数据中心瞬时断电恢复的工程实践。

已跟踪 30 条高相关材料

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已收录 30 条与 Meta 相关的内容,按评分排序。

Lights Out, Systems On: Validating Instant Power Loss Readiness

Lights Out, Systems On: Validating Instant Power Loss Readiness

Engineering at Meta1418 字 (约 6 分钟)
92

Meta introduces Instantaneous PowerLoss Storm, a testing paradigm validating data center recovery from zero-notice power loss via defense-in-depth. It solves autonomous bootstrapping and circular dependency challenges for millions of services, ensuring resilience.

入选理由:Instantaneous PowerLoss Storm是Meta应对零预警断电的新测试范式,作为灾难恢复最后一道防线。

FeaturedArticle#Data Center Engineering#Disaster Recovery#Twine#Infrastructure Resilience#Meta英文
Meta's ships facial recognition on smart glasses

Meta’s Stella app v273 contains a fully functional but inactive on-device face recognition pipeline with three models, local vector DB, and notification components—technically ready but not enabled for regular users.

入选理由:Stella v273集成SCRFD、KPSAligner和SFace三模型,总大小约100MB,支持端侧生成2048维人脸嵌入。

FeaturedArticle#Face Recognition#On-Device AI#Meta#Privacy Security#ExecuTorch英文
Presentation: The Human Toll of Incidents & Ways To Mitigate It

The Human Toll of Incidents & Ways To Mitigate It

InfoQ9094 字 (约 37 分钟)
85

Production incidents deeply affect engineers' mental states; mitigation requires cognitive load reduction, blameless cultures, and system optimization.

入选理由:事故现场常引发认知过载,需建立标准化响应流程

FeaturedArticle#SRE#Incident Response#Engineering Psychology英文
Simon Willison's Weblog 图标

Meta's AI support system has a critical vulnerability where hackers can take over high-profile Instagram accounts by simply requesting 'link my new email address' without complex attacks.

入选理由:黑客用1个简单指令('link my new email address')触发Meta AI支持系统直接完成账户恢复流程。

FeaturedArticle#AI Security#Meta#Account Takeover#Prompt Engineering英文
SilverTorch: Index as Model — A New Retrieval Paradigm for Recommendation Systems

SilverTorch: Index as Model — A New Retrieval Paradigm for Recommendation Systems

Engineering at Meta3332 字 (约 14 分钟)
85

Introducing SilverTorch, a reimagining of recommendation systems that unifies all retrieval components under a unified architecture.

入选理由:SilverTorch 提供了高达 23.7 倍的吞吐量和 20.9 倍的计算成本效率。

FeaturedArticle#Recommendation Systems#SilverTorch#Neural Networks中文
再访 XREAL 徐驰:做眼镜是场万米长跑,靠运气也靠打怪升级

XREAL launches new brand xbx to respond to market competition pressure, showcasing its long-term strategy and technological innovation.

入选理由:XREAL 推出新品牌 xbx,定价 1699 元,强调性价比和年轻化。

FeaturedArticle#XREAL#AR glasses#Technological innovation#Market strategy中文
触觉具身来了个梦之队:天使轮近亿

NeoteAI, a tech firm focused on tactile intelligence, has raised $100 million in seed funding led by Shanghai Science and Technology Investment Group and Fudan Innovation Institute.

入选理由:新智具身智能科技有限公司完成近亿元天使轮融资,由上海国投旗下上海科创集团等领投。

FeaturedArticle#tactile intelligence#robotics#seed funding中文
What Upwork, DoorDash, Meta, EY, and Fundrise reveal about agents

What Upwork, DoorDash, Meta, EY, and Fundrise reveal about agents

Gradient Flow1475 字 (约 6 分钟)
85

This article explores how multiple companies are using AI agents in real-world settings, including Upwork's Uma Recruiter and DoorDash's AI tools, showcasing the potential of AI to improve business efficiency and decision-making quality.

入选理由:Upwork的Uma Recruiter通过自动化招聘流程,显著提高了招聘速度和成功率。

FeaturedArticle#AI#Recruitment#Merchant Tools#Enterprise Agents中文
Last Week in AI 图标

LWiAI Podcast #245 - TML-Interaction, Claude For Legal, Sam Altman on Stand

Last Week in AI624 字 (约 3 分钟)
85

This episode highlights OpenAI's real-time voice API, Thinking Machines' interactive model architecture, Anthropic's legal product, and market dynamics, revealing advancements in real-time interaction, vertical applications, and security compliance.

入选理由:OpenAI推出GPT Realtime 2 API,强调低延迟与推理的平衡,新增反欺诈防护。

FeaturedArticle#AI API#Real-time Interaction#Legal Tech#Model Security#Platform Competition英文
SuperTechFans 图标

2026 05 21 Hacker News

SuperTechFans14476 字 (约 58 分钟)
80

Google released Gemini 3.5 Flash model, Meta blocked human rights accounts under Saudi/Emirati government demands, Europe launches sovereign payment system to reduce Visa/Mastercard dependency, Minnesota bans prediction markets, GitHub investigates malicious extension breach, Qwen unveils R&D platform, Railway recovers from GCP outage, Tesla faces wastewater emission controversy.

入选理由:谷歌的Gemini 3.5 Flash在多模态和代理任务中表现优异,速度是其他模型的4倍,已应用于搜索和应用。

FeaturedArticle#AI Models#Meta#Payment Systems#Human Rights#GitHub中文
AI Dev 26 x SF | Ara Khan: Evals Are Broken Use Them Anyway

AI Dev 26 x SF | Ara Khan: Evals Are Broken — Use Them Anyway

DeepLearning.AI6775 字 (约 28 分钟)
78

AI evals are fundamentally broken—over-reliance on objective metrics misleads—but they remain critical when built, interpreted, and embedded properly in agent workflows.

入选理由:当前主流 eval(如 Epoch AI、OpenAI 的 benchmark)存在‘虚假精确性’,模型分数相近时实际能力差异显著。

FeaturedVideo#AI Evaluation#Agent Systems#Benchmarking#LLM#Engineering Practice英文
The Download: Trump’s new AI order, and smart glasses for warfare

Trump's New AI Executive Order

MIT Technology Review1097 字 (约 5 分钟)
75

President Trump signed a new AI executive order, which expands model oversight and marks a strategic shift in his AI strategy. Tech companies will be asked to share frontier models with the government for review 30 days before they plan to release them.

入选理由:President Trump signed a new AI executive order

FeaturedArticle#AI#Executive Order#Security#Regulation#Technology英文
Is AI actually helping?

Is AI Actually Helping?

Matthew Berman4771 字 (约 20 分钟)
75

AI has not caused the mass job losses predicted; tech leaders like Sam Altman and Daario Amade have revised their views, suggesting AI may expand work rather than replace jobs. Company layoffs are more due to overhiring during low-interest periods than AI automation.

入选理由:Sam Altman 和 Daario Amade 撤回了关于 AI 将导致 50% 白领失业的预测,转而认为 AI 可能扩大工作内容。

FeaturedVideo#AI#Automation#Job Market#Tech Companies#Economic Impact英文
This week, in The Batch, Andrew Ng announced the launch of “AI Andrew,” an AI companion designed to ...

DeepLearning.AI 宣布推出 AI Andrew,这是一个设计来模拟 Andrew Ng 的沟通风格、价值观和指导方法的 AI 伴侣。AI Andrew 可以与用户讨论人工智能、职业和个性化成长话题。

入选理由:AI Andrew 是一个模拟 Andrew Ng 的 AI 伴侣,旨在提供关于 AI、职业和个人成长的对话。

FeaturedTweet#AI Andrew#Andrew Ng#DeepLearning.AI#AI companion#Artificial Intelligence中文
Texas AG sues Meta over claims that WhatsApp doesn't provide end-to-end encryption

Texas AG sues Meta alleging WhatsApp falsely claims E2EE, but relies solely on a Bloomberg report with no technical evidence; 2025 independent audit still affirms its encryption is fundamentally secure.

入选理由:Texas AG诉Meta案核心指控是WhatsApp未实现E2EE,但仅引用Bloomberg 1篇报道,未提供原始调查证据或邮件原件。

FeaturedArticle#end-to-end encryption#Signal Protocol#WhatsApp#Meta#litigation英文
China halted Meta’s planned acquisition of Manus, asserting tighter government control over strategi...

China blocked Meta's acquisition plan for Manus, indicating stricter government control over strategically important AI technology, disrupting the traditional strategy of Chinese AI startups attracting Western investment through overseas relocation.

入选理由:中国政府阻止Meta收购Manus,加强对战略性AI技术控制

FeaturedTweet#AI Regulation#Meta#Chinese Government#AI Investment#Technology Control英文
早报|448元,iPhone绝版配件回归/Meta用员工键鼠数据训练AI,扎克伯格:外包不够聪明/GoPro考虑出售或合并

SpaceX launches $1.25 trillion IPO, Meta uses employee mouse/keyboard data for AI training, NVIDIA's Q1 data center revenue surges 92% to $75.2B, GoPro explores sale or merger.

入选理由:SpaceX IPO估值达1.25万亿美元,拟募资500-750亿美元,或成史上最大规模上市

FeaturedArticle#IPO#AI Ethics#Financial Reports#Tech M&A#Data Security中文
The Download: AI can run your admin department now

The Download: AI can run your admin department now

MIT Technology Review861 字 (约 4 分钟)
65

AI can already handle basic administrative tasks for small businesses, but safety and regulatory risks are rising.

入选理由:AI可处理记账、会议纪要、发单等基础行政任务

FeaturedArticle#AI#Small Business#Regulatory Risk英文
裁员8000人,转岗7000人,同时用剩下员工的工作行为训练AI。

这不是普通的降本增效,是一次公司形态的重构。

扎克伯格在押注一件事:用人训练机器,再用机器替代人。
https://t.co/4...

Meta's large-scale layoffs and use of employee behavior data to train AI is not just cost reduction but a corporate form restructuring.

入选理由:Meta计划裁员8000人,转岗7000人,剩余员工数据用于训练AI系统。

FeaturedTweet#AI#Meta#Layoffs#Automation#Organizational Change中英混合
Meta Is in Crisis, Google Search’s Makeover, and AI Gets Booed by Graduates

Meta is experiencing a crisis with record high profits but low employee morale, while Google I/O showcased major AI-driven search innovations, and AI technology has triggered complex emotional responses from graduates and AI practitioners' spouses.

入选理由:Meta裁员8000人占员工总数10%,累计已裁减约25000人

FeaturedArticle#Meta#Google#AI#Search#Layoffs英文
You can run but you can’t hide from B2B SaaS

You can run but you can’t hide from B2B SaaS

Amjad Masad(@amasad)125 字 (约 1 分钟)
55

Meta's enterprise AI Agent launch signals B2B SaaS shifting from tools to full-business automation, with platform giants reshaping competition.

入选理由:Meta发布企业AI Agent,支持客服、预约与销售闭环,目标接管企业全流程运营。

FeaturedTweet#B2B SaaS#AI Agent#Meta#Enterprise Automation英文
美国 AI 监管令突然告吹内幕:白宫内讧,马斯克、扎克伯格游说特朗普

美国总统特朗普在签署AI监管行政令前突然取消,原因是白宫内部意见不一,以及科技界高管如马斯克和扎克伯格的反对。该行政令旨在加强AI监管,但在特朗普看来可能阻碍美国在AI领域的领先地位。

入选理由:特朗普因反对监管和内部争议而推迟AI行政令的签署。

FeaturedArticle#AI#特朗普#马斯克#扎克伯格#监管中文
How Meta Rebuilt Data Ingestion for Petabyte-Scale Reliability

How Meta Rebuilt Data Ingestion for Petabyte-Scale Reliability

InfoQ2858 字 (约 12 分钟)
52

Meta did not disclose technical details; the page is merely an InfoQ navigation/ad template with no substantive content—only a headline claiming PB-scale ingestion rebuild.

入选理由:文章正文缺失,实际为 InfoQ 网站页脚/导航/注册表单等模板内容,非技术报道。

FeaturedArticle#Meta#Data Ingestion#CDC#InfoQ英文
Top stories in AI today:

- Nvidia threads agents across the stack
- Bernie Sanders seeks a public A...

Today's top AI news includes NVIDIA threading agents across the stack, Bernie Sanders proposing a public AI stake bill, turning Claude sessions into reusable skills via daily audit, hackers accessing Instagram accounts through Meta AI, and four new AI tools released.

入选理由:NVIDIA正在将AI代理(agents)跨硬件和软件堆栈集成,以提升系统协同效率。

FeaturedTweet#AI#NVIDIA#Meta#Claude#Policy英文
来自:
https://t.co/iWRfBFhdfx

Leaked Audio Reveals Meta’s AI Training Using Employee Data

AI Will(@FinanceYF5)69 字 (约 1 分钟)
45

A leaked audio from a Meta internal meeting shows CEO Mark Zuckerberg discussing how AI learns from employees before mass layoffs.

入选理由:扎克伯格称AI从优秀员工行为中学习提升能力

FeaturedTweet#Meta#AI Ethics#Privacy#Internal Meeting中英混合
湾区正在经历人类分化最严重的时刻。

在过去5年里,大约1万人的群体已经实现了远超2000万美元的财富自由。Anthropic、OpenAI、xAI、Nvidia、Meta TBD的员工、创始人等组成...

The Bay Area Is Experiencing the Most Severe Human Stratification in History

orange.ai(@oran_ge)471 字 (约 2 分钟)
45

This article points out that Silicon Valley has experienced severe wealth stratification over the past five years, with about 10,000 people achieving over $20 million in wealth freedom, while others struggle to reach similar levels, sparking discussions on work meaning and class rigidity.

入选理由:约1万人在AI和科技公司实现超2000万美元财富自由

FeaturedTweet#Tech Industry#Wealth Gap#Silicon Valley#AI Entrepreneurship#Career Development中文
刚赚了创纪录的钱,转头就裁8000人,小扎要用AI重写Meta

After achieving record revenue, Meta CEO Mark Zuckerberg announced a large-scale layoff of 8,000 employees and plans to rewrite core products using AI, reflecting the company's strategic shift toward AI.

入选理由:Meta营收创纪录后裁减8000员工,占总员工数约10%

FeaturedArticle#Meta#AI#Layoffs#Zuckerberg#Strategic Shift中文
Top stories in tech today:

- SpaceX IPO has one rule: Musk always wins
- Meta spins Facebook Groups...

Top Stories in Tech Today

The Rundown AI(@TheRundownAI)105 字 (约 1 分钟)
42

This content is merely a list of tech news headlines without any deep insights or practical engineering value.

入选理由:SpaceX IPO规则:Musk始终胜出

FeaturedTweet#Tech News#Social Media#Business Updates英文
Meta大裁员的「幸存者」 们,正在经历进退两难...

The 'Survivors' of Meta's Layoffs Are Facing a Dilemma

机器之心73 字 (约 1 分钟)
35

Meta's layoffs have triggered industry-wide turmoil, with some employees facing career challenges, reflecting the cyclical nature of the tech sector and talent mobility risks.

入选理由:Meta因营收下滑裁减约11%员工,涉及多个部门。

FeaturedArticle#Meta#Layoffs#Tech Industry#Talent Mobility#AI中文

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