今日新闻聚焦：As Stockpiles Fall, U.S. Sells More Missiles Worth $17 Billion to Gulf Nations；House Republican Proposes Bill to Wind Down the Iran War；Appeals Court Looks Unlikely to Allow Hegseth to Punish Mark Kelly for Video等。
📰 纽约时报
The United States and its partners have burned through an enormous amount of air defense missiles in the Iran war, and production is slow.
美国因伊朗战争导弹消耗大，生产滞后，向海湾出口170亿美元导弹。
Representative Tom Barrett, a Michigan Republican facing a tough re-election race, introduced a bill to impose limits on the use of military force in Iran and end the fighting this summer.
密歇根共和党议员提出法案，限制对伊朗使用军力，争取在夏季结束战争。
A three-judge panel in Washington heard arguments in the lawsuit aimed at stopping the Pentagon from disciplining Senator Mark Kelly for a video warning about illegal military orders.
上诉法院或难以让 Hegseth 对 Mark Kelly 视频警告非法命令进行惩处。
📰 BBC News
Millions have voted in parliamentary elections in Scotland and Wales, and local elections in England.
千万人已在苏格兰、威尔士的议会选举及英格兰的地方选举中投票。
Labour sources have told the BBC the party's century-long winning run is expected to come to an end.
劳工在威尔士千年统治面临失去议会控制的预期。
The legendary wildlife broadcaster thanks fans in a message the day before he reaches his centenary.
大卫·阿滕伯勒因百岁生日消息感动，致谢大家的祝福。
📰 CNN
福克斯新闻承认其关于Dominion投票系统的部分指控不实。
Dominion仍对包括吉安尼尼、桑德斯等人提起诉讼。
• Fox-Dominion trial delay 'is not unusual,' judge says • Fox News' defamation battle isn't stopping Trump's election lies
📰 Hacker News (AI)
Article URL: https://www.elliotcsmith.com/what-do-ai-based-layoffs-say-about-tam/
Comments URL: AI裁员揭示其规模扩张的瓶颈，技术落地比预期更难。
Hi- I hope you’re all having a good day so far! I'm not sure where to post this but I do have two things for you guys today, related to the AI space: individuality and a new era to AI! So:
- LLM
We are living in the "penetration pricing" phase of AI, where costs are absorbed by seemingly endless investment. What will be the practical fallout when prices inevitably rise?
Commen
AI成本上涨将迫使行业面对盈利与普及的抉择。
📰 Google DeepMind
Explore how AlphaEvolve's Gemini-powered algorithms are driving impact across business, infrastructure, and science.
AlphaEvolve利用Gemini算法在商业、基础设施和科学领域放大影响力。
Researching the path to AI-augmented care and development of an AI co-clinician.
AI辅助临床，研发AI共诊模型，推动医疗创新。
Google DeepMind and Korea partner to accelerate scientific breakthroughs using frontier AI models
Google DeepMind与韩国合作，用前沿AI模型加速科学突破。
📰 arXiv (AI)
arXiv:2605.04050v1 Announce Type: new Abstract: We introduce Lossless Context Management (LCM), a deterministic architecture for LLM memory that outperforms Claude Code on long-context tasks. When be
LCM通过无损上下文管理提升长上下文任务性能，Volt超越Claude。
arXiv:2605.04100v1 Announce Type: new Abstract: Off-policy temporal-difference (TD) learning with function approximation faces a structural tradeoff among stability, projection geometry, and variance
提出正则化中心化的放大学习，提升投影稳定性并控制方差。
arXiv:2605.04169v1 Announce Type: new Abstract: Surgical team performance arises from complex interactions between technical execution and non-technical skills, including communication and coordinati
利用时间展开的交互图实现对手术团队实时动态的可操作建模。
📰 arXiv (ML)
arXiv:2605.04054v1 Announce Type: new Abstract: Achieving endogenous regime switching is crucial for the emergence of autonomous intelligence, yet remains a central challenge for existing machine lea
研究提出标量不可约学习动力学，实现机器学习系统内生制度切换，实现自主适应环境变化，摆脱外部控制依赖。
arXiv:2605.04055v1 Announce Type: new Abstract: Adaptive optimizers like AdamW apply uniform hyperparameters across all parameter groups, ignoring heterogeneous optimization dynamics across layers an
MetaAdamW通过组内自适应学习率和自注意力，改进优化器的层级适配。
arXiv:2605.04056v1 Announce Type: new Abstract: Representation learning seeks meaningful sensory representations without supervision and can model aspects of human development. Although many neural n
该研究提出利用组分解理论和参数分割实现无监督的有意义感知表示的框架。
📰 TechCrunch (AI)
Natural gas power plant costs have nearly doubled in two years and take 23% longer to build as data center electricity demand skyrockets.
自然气电站成本两年几近翻倍，建造耗时增加23%，受数据中心用电需求激增驱动。
AI drug discovery startup Converge Bio raised $25 million in a Series A led by Bessemer Venture Partners, with additional backing from executives at Meta, OpenAI, and Wiz.
融资2500万美元，Converge Bio获Bessemer领投A轮，Meta、OpenAI、Wiz高管联合支持。
The social media company inked three deals in the U.S. to power its data centers and offset its carbon footprint.
Meta本周签署三项美国光伏协议，购入1吉瓦太阳能，为数据中心供电并降低碳排放。
📰 The Verge
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📰 Wired
Today on Uncanny Valley, we’re diving into recent reports that the Trump administration is considering an executive order that would establish some sort of federal oversight over new AI models.
Chrome users were caught off guard by a 4-GB Google AI model baked into Chrome, sparking privacy concerns. The good news: You can easily uninstall it. The bad? You might not want to.
Chrome嵌入4GB谷歌AI模型，可轻松禁用，但用户犹豫是否移除。
While the outbreak aboard a cruise ship in the Atlantic is concerning, the virus isn’t easily transmitted through casual contact.
📰 少数派
关于栏目很多读者都会好奇少数派的编辑们到底平时都「买了啥」。我们希望通过「编辑部的新玩意」介绍编辑部成员们最近在用的新奇产品，让他们自己来谈谈这些新玩意的使用体验究竟如何。@西鸽：盖世小鸡G7Pro天 ...查看全文
安静的 iPhone 才是最好的 iPhone？查看全文
甘南是有着和川西、川北和青甘大环线齐名的绝美圣地，中国大地上第一级阶梯向第二级阶梯的过渡带。这片地方还得再来，适合自驾慢慢走慢慢看，好多风景优美的地方不适合赶路着急。查看全文
📰 阮一峰的网络日志
这里记录每周值得分享的科技内容，周五发布。（[通知] 下周五一假期，周刊休息。）
这里记录每周值得分享的科技内容，周五发布。
📰 CNBC
The total picture is one of a labor market that, while undoubtedly cooling, is generally stable and resilient despite a number of challenges.
4月就业报告显示劳动力市场降速但仍稳健、有韧性。
CoreWeave has been raising debt to finance its data center buildout, and S&P boosted the company's credit rating.
该公司股价跌10%，因收入指引弱、增支预算，债务扩张推动数据中心建设，信用评级上调。
美伊在霍尔木兹海峡互相射击，双方均称对方先动手。
📰 Seeking Alpha
ZIM整合公司45亿美元萨卡林投标更具竞争力，已成定局。
Sunstone酒店项目投资者被动观望，未主动参与推进，仅在旁观局势发展。 (28字)
内容缺失，无法总结。
📰 The Economist
The dominance of America’s currency runs deeper than oil
Technology firms are reviving (a few) Chinese commercial-property markets
A bad-tempered battle for a big German bank
📰 Business Insider
Layoffs have hit more than two dozen companies in 2026, including Meta, Amazon, and Coinbase, as AI and economic conditions reshape the business landscape.
Cloudflare announced 1,100 layoffs as it restructures for the age of agentic AI, sending shares tumbling.
Cloudflare裁员1100人，准备迎接人工智能代理时代。
We tested two dozen standing desks for different home office setups. The best are customizable, stable, adjust smoothly, and offer cable management.
最佳站立式折叠桌具可定制、稳固、顺滑调节及线缆管理功能。
📰 U.S. Federal Reserve
Agencies issue host state loan-to-deposit ratios
监管机构发布东道国贷款‑存款比率规定。
Federal Reserve issues FOMC statement
美联储发布FOMC声明，可能影响利率和经济前景。
Federal Reserve Board announces approval of application by OceanFirst Financial Corp.
美联储批准OceanFirst Financial Corp的申请。
📰 36氪
文｜王毓婵 周鑫雨
编辑｜杨轩
“看流水（即营收），AI视频类这些项目的表现确实很不错，可以说是AI最赚钱的细分赛道之一。”投资行业人士对36氪说。
中国 AI 视频生成赛道，正在经历大厂模型能力疯狂增长的巨大红利。来自字节跳动的Seedance和来自快手的可灵这两款“超级底座”正在进行一周一小版、两月一大版的高
腾讯等入股机器人灵巧手研发商临界点
36氪获悉，天眼查App显示，近日，上海临界点创新智能科技有限公司发生工商变更，新增腾讯旗下上海启善投资有限公司、百度旗下三亚百川致新私募股权投资基金合伙企业（有限合伙）等为股东，同时，注册资本由约554万人民币增至约597万人民币。 该公司成立于今年1月，法
文｜张子怡
编辑｜袁斯来
36氪获悉，个人创意工具品牌xTool于今日正式发布其新款消费级激光创作工具——xTool M2彩色智能激光雕刻机。
在目前的消费级激光雕刻市场中，用户面临的一个核心痛点在于“机械加工与色彩表现”的脱节：传统的激光雕刻机擅长物理切割与灼烧成痕，但若要制作彩色作品，用户往往需要经历繁琐的手动涂色、转印
📰 钛媒体
从技术破壁、体系扎根到飞轮转动，联影医疗正在将这盘“棋至中局”的全球棋局，一步步导向有利于自己的大势。
一季度砍掉了6个早期临床项目。
影视寒冬下如何自救？
📰 Import AI
The first step towards recursive self improvement
AI系统即将实现递归自我提升，迈出首个自动构建自己的关键步骤。
At what point do the financial markets price in the singularity?
自动化AI对齐研究，发布中国模型安全研究及HiFloat4新模型。
Was fire equivalent to a singularity for people at the time?
火是否像当时的科技奇点一样具有同样的重要影响？
📰 AI Weekly
In five days Anthropic's Q1 revenue grew 80-fold to a reported $44B annual run rate, the company committed $200B to Google Cloud, signed a SpaceX compute deal, shipped Claude Code Auto Mode, and launc
5天内收入增80倍至440亿，宣布200亿云投、SpaceX算力合作及Claude Code。
OpenAI took $10B from a 19-firm Wall Street consortium. Anthropic is closing $1.5B from Blackstone, Goldman, and Hellman & Friedman. Same rooms, different portfolios. The week AI's go-to-market st
OpenAI与Anthropic获私募巨额融资，AI分现代化进入私募资本当代。
Quick Hits Musk takes the stand in the OpenAI trial: "If we make it OK to loot..." — Jury selection wrapped Monday; Musk testified Tuesday in the $134B suit to return OpenAI's assets to the nonprofit
📰 TechCrunch AI
AI startup Pit is led by the cofounders of European scooter giant Voi and backed by a16z, which is leading the startup’s $16 million seed round.
The company is expanding its efforts to protect ChatGPT users in cases where conversations may turn to self-harm.
Perplexity's Personal Computer brings AI agents to your Mac, and is now open to everyone.
📰 Google DeepMind
Explore how AlphaEvolve's Gemini-powered algorithms are driving impact across business, infrastructure, and science.
AlphaEvolve利用Gemini算法在商业、基础设施和科学领域放大影响力。
Researching the path to AI-augmented care and development of an AI co-clinician.
AI辅助临床，研发AI共诊模型，推动医疗创新。
Google DeepMind and Korea partner to accelerate scientific breakthroughs using frontier AI models
Google DeepMind与韩国合作，用前沿AI模型加速科学突破。