今日新闻聚焦：Trump Is Setting His Sights on Restricting Legal Immigration；Trump Administration Chips Away at Last Traces of Broad Inquiry Into Jan. 6；Trump, Defiant After Bad Week, Pushes Ahead on Politically Unpopular Ideas等。
📰 纽约时报
After a year focused on immigrants here illegally, the Trump administration is now making it harder for legal migrants to stay in the country. It is a risky pivot.
特朗普政府欲限制合法移民，政策转向更严格，颇具风险。
Two recent moves aligned the department ever more closely with President Trump’s own efforts to whitewash the events of that day.
President Trump continues to act like he’s politically all-powerful, even in the face of indications that he is not.
📰 BBC News
Tehran also signals progress on talks but says the key issue of nuclear weapons is not part of an initial framework it is working on.
特朗普称伊朗核协议基本确定，涉及霍尔木兹海峡重新开放，德黑兰称已取得进展但未将核武器纳入初步框架。
The port said extra checks would be suspended, after travellers faced queues as temperatures soared.
法国在多佛港因高温导致长队后，暂停了额外的欧盟边境检查。
Amber heat health alerts are in place for the Midlands, eastern and south-east England.
30.5℃创年度最高，中部、东部及东南部英格兰启动热防护警报，气温将继续攀升。
📰 CNN
福克斯承认广播中关于Dominion的指控部分不实，随和解公布。
Dominion仍对选举否认者提起诉讼。
• 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://drmadmeow.up.railway.app/
Comments URL: https://news.ycombinator
Article URL: https://arstechnica.com/ai/2026/05/anthropic-blames-dystopian-sci-fi
Anthropic指责科幻作品训练AI模型学会“邪恶”行为。
Article URL: https://www.businessinsider.com/duolingo-ai-performance-reviews-ceo-backtracked-2026-4
Duolingo首席执行官承认曾打算用AI评估员工表现，最终决定撤回该计划。
📰 Google DeepMind
Biologists use Co-Scientist to find novel factors that successfully rejuvenate human cells.
科学家用Co‑Scientist快速找出逆转人类细胞衰老的新因子。
We’re expanding access to Google AI Ultra subscribers globally and introducing a new capability powered by Street View.
📰 arXiv (AI)
arXiv:2605.21602v1 Announce Type: new Abstract: Many safety and alignment failures of large language models (LLMs) occur due to out-of-distribution (OOD) situations: unusual prompt or response patter
研究构建监测机制，系统评估大语言模型在分布外对齐失效的表现。
arXiv:2605.21622v1 Announce Type: new Abstract: Topology optimization can generate efficient structures, but designers often must manually translate qualitative intent, such as desired visual style,
TO-Agents 通过多智能体框架让设计意图直接引导拓扑优化。
arXiv:2605.21623v1 Announce Type: new Abstract: Researchers in Holocaust studies have often distinguished between two styles of oral survivor testimony: the USC Shoah Foundation's interviews tend to
USC Shoah 与耶鲁福档案口述史格式对比。
📰 arXiv (ML)
arXiv:2605.21490v1 Announce Type: new Abstract: We introduce the Temporal Contrastive Transformer (TCT), a representation learning framework designed to capture contextual temporal dynamics in sequen
提出TCT模型，利用自监督对比学习捕捉金融交易序列的时序特征，用于金融犯罪检测。
arXiv:2605.21491v1 Announce Type: new Abstract: As language models accelerate scientific research by automating hypothesis generation and implementation, a new bottleneck emerges: evaluating and filt
利用对比评估，教会语言模型预测科研创新的成功潜力。
arXiv:2605.21492v1 Announce Type: new Abstract: No feature ranking can be simultaneously faithful, stable, and complete when features are collinear. For collinear pairs, ranking reduces to a coin fli
特征共线时，排序不可能同时忠实、稳定、完整，需借助集成平均。
📰 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.
数据中心需求推高天然气电厂建造成本，2年涨66%，工期拖延23%。
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.
康维尔获2500万美元A轮融资，领投Bessemer，Meta、OpenAI、Wiz高管出资。
The social media company inked three deals in the U.S. to power its data centers and offset its carbon footprint.
Meta本周与美国三家伙伴签署绿色能源协议，购买1吉瓦太阳能为数据中心供电，助力碳中和。
📰 The Verge
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📰 Wired
Keep your phone, laptop, handheld gaming console, and other electronics running with these travel-friendly power banks.
2026年精选超便携移动电源，兼容手机、笔记本等，续航持久。
Wishing for your very own Dyson vacuum? Don’t miss these vacuum deals happening over the holiday weekend.
Its do-it-all thermoplastic lining can both carry gear through wet muck and transport wet, mucky groceries home from the store.
L.L.Bean的Zip Hunter托特包配防水内衬，湿泥泥水皆可装，全能携行袋。
📰 少数派
熟悉少数派的朋友都知道，我们一直在研究怎么让数字生活变得更好玩、更高效。今天（5月22日），这件事有了新的进展。第二十二届中国（深圳）国际文化产业博览交易会之元匠坊分会场正式开幕。这一次，少数派不仅参 ...查看全文
📅本周新预告《死神千年血战篇-祸进谭-》正式预告5月19日，TV动画《死神千年血战篇-祸进谭-》发布了正式预告，第1-3集将于6月21日在日本影院先行上映，7月开始播出。田口智久担任总导演，村田光执导 ...查看全文
在浏览器扩展这边，近期又有哪些好用、有趣的「新玩意」呢？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。
这里记录每周值得分享的科技内容，周五发布。
这里记录每周值得分享的科技内容，周五发布。
📰 CNBC
Prices related to travel, recreation and food saw particularly steep increases, stretching Americans' wallets as they celebrate the unofficial start of summer.
通胀在假日周末压迫美国钱包，旅行、休闲、食品等价格显著上涨，让民众提前感受到暑期通胀压力。
A fragile ceasefire has been in place since April 8, punctuated by skirmishes as the U.S. and Iran jockey over the Strait of Hormuz.
特朗普称重启霍尔木兹海峡谈判基本敲定，将近期宣布。
The unofficial start of the summer travel season on Memorial Day weekend will show just how much travelers want to fly and how much they're willing to pay.
阵亡将士纪念日周末，旅行需求将检验高燃油价对度假支出的极限。
📰 Seeking Alpha
Intertek仍为持有，未升至买入。
Exelixis 财报表现超出预期，增长快于市场预估。
Sprott推出专注于稀土的境外基金，聚焦稀土母矿并规避中国。
📰 The Economist
Sometimes it is more than merely an exogenous constraint
经济学家应将道德视为内在因素，而非仅外部约束。
Does the country’s manufacturing success leave space for anyone else?
Some have been hammered; even those who haven’t might be soon
📰 Business Insider
Fashion designer Jeremy Scott told graduates that AI can't replicate their humanity during a commencement speech at the Kansas City Art Institute.
时装设计师Jeremy Scott在KC艺术学院毕业典礼现场驳斥AI写的致辞，呼吁人类独特性，获喝彩。
Trump's immigration policy limits green card status adjustments, causing confusion and debate among lawyers, advocates, and policy experts.
特朗普收紧绿卡政策，导致法律、倡导者和政策专家对资格调整产生混乱与争议。
My husband and I retired to our Oregon farm and now share the home with our daughter, son-in-law, and grandchild.
退休后搬到俄勒冈农场，和女儿、儿媳、孙子共居，人声鼎沸却温馨。
📰 U.S. Federal Reserve
Kevin Warsh takes oath of office as chairman and a member of the Board of Governors of the Federal Reserve System, and the Federal Open Market Committee unanimously selects Warsh as its chairman
美联储主席兼董事会成员，FOMC全体一致选举其为主席。（22字）
Agencies publish resolution plan feedback letters for certain domestic and foreign banking organizations
监管机构向部分国内外银行下发了解决方案反馈信。
Federal Reserve Board issues enforcement action with former employee of Commerce Bank
联邦储备局对Commerce Bank前员工实施执法行动。
📰 AI前线
📰 36氪
下一个杀手级AI产品，是眼镜、是Agent，还是某个尚未命名的“物理世界入口”？这场圆桌没有标准答案，却达成一个共识：单纯套壳大模型的应用注定短命，只有长期在线、连接物理世界、能完成真实交互闭环的产品，才可能成为下一个百亿级赛道。从AI眼镜到具身智能，入口之争已悄然打响。
硬件先行还是生态为王？C端规模还是B端付费？最终指向同一个逻辑：纯套壳应用、弱交互硬件注
稀缺的，到底是懂AI的人，还是懂业务的人？
一个反直觉的判断——懂AI这件事正在快速贬值，而能在关键低频决策中做出判断的人，才是未来的稀缺品。高频重复的工作最容易被AI替代，但在打造爆品、建立品牌等低频高影响力的决策上，人的判断依然不可替代，企业AI转型的最大卡点也不是技术或数据，而是“想不到应用场景”， 当前AI的利润大头仍在基础设施层，应用端的ROI尚未完
真正AI原生的人，甚至不会来这个现场。但对于那些积极转型的20%，如何找到、培养并留住他们，这里有一本实战手册。
只有1%的企业是AI原生企业，20%积极拥抱变化，80%在苦苦挣扎；人才亦然。圆桌深入探讨了企业“赶时髦招AI人才”的焦虑、通过黑客松内部挖掘AI人才的方法、以及“事业留人、文化留人”的留存策略。
以下为圆桌对话内容，经36氪整理
📰 钛媒体
特朗普在沃什宣誓现场说了一句话：“别看着我，别看着任何人。”但紧接着，他花了更长时间告诉这位113年来最富有的美联储主席，应该看向哪里。
2026年的夏天，朱自清先生会被一台机器判定为“60%以上是AI”。
SpaceX计划在纳斯达克双重上市
📰 Import AI
Welcome to Import AI, a newsletter about AI research.
本期探讨AI的斯泰克斯攻击、穆昂优化器的诅咒及正向对齐前景。
What laws does superintelligence demand?
超级智能对法律的要求与监管挑战
The first step towards recursive self improvement
AI系统将自主生成新AI，开启递归自我进化第一步。
📰 AI Weekly
For nine years the AI boom has been a private bet, priced by a small circle of venture funds and sovereign wealth in rounds most people could never touch. This week it started going public. SpaceX fil
SpaceX拟IPO800亿，OpenAI欲登千亿美元。
Six days after we called $725B a bet on what no one wanted, the receipts started landing. Meta committed $145B to AI infrastructure the same week it began firing 8,000 people. Standard Chartered descr
Meta招聘1450亿美元用于AI基础设施，同时裁员8000人。
Hyperscalers will spend $725 billion on AI infrastructure this year. The users they are spending it on are now actively rejecting the output. Gartner finds 50% of US consumers prefer brands that don't
AI基础设施投入725亿美元，却被用户拒绝，消费者更倾向于不使用AI的品牌。
📰 TechCrunch AI
IBM and Scuderia Ferrari HP take TechCrunch inside how they are redefining the fan experience.
Elon Muks's xAI has gone all in on natural gas, while SpaceX is obsessed with orbital data centers. What happened to the "solar-electric economy" he promised?
马斯克转向天然气与轨道数据中心，抛弃光伏经济愿景。
People used AI on a spectrogram image of cockpit recordings to reconstruct them, forcing the NTSB to temporarily block access to its docket system.
AI通过航班舱录音光谱复原音频，导致NTSB临时限制其档案系统访问。
📰 Google DeepMind
Biologists use Co-Scientist to find novel factors that successfully rejuvenate human cells.
科学家用Co‑Scientist快速找出逆转人类细胞衰老的新因子。
We’re expanding access to Google AI Ultra subscribers globally and introducing a new capability powered by Street View.