Today's
Briefing

US to Impose New Global Tariffs of Around 10% After Previous Duties Lapse

The administration announced new duties tied to countries’ imports of goods made with forced labor, replacing a global 10 percent tariff set to expire at midnight.

Stocks Tumble as A.I. Spending and Oil Prices Weigh on Market

The S&P 500 tumbled more than 1 percent, while the tech-heavy Nasdaq Composite sank more than 2 percent.

标普500下跌超1%，纳斯达克下跌超2%，因AI投入和油价上涨拖累市场。

U.S. to Withdraw Subpoenas Issued to New York Times Journalists

A federal judge raised questions about the government’s handling of the subpoenas, which The Times said were an attempt to intimidate the free press.

Burnham pauses plan to release some prisoners early from September

The prime minister says no prisoners will be released until a review has been conducted.

英国首相表示，仅在审查后才会释放囚犯，暂停9月提前释放计划。

Mum and daughter who died at beach were trying to save boy, 7

Shally Rahman and teenager Samiha Rahman were pulled from the water, emergency services say.

母亲与女儿为救7岁男童溺亡。

US announces tariffs on dozens of countries over forced labour concerns

The tariffs target around 60 trading partners over claims they failed to properly stop forced labour.

Some on-air claims about Dominion Voting Systems were false, Fox News acknowledges in statement after deal is announced

Fox News承认其有关Dominion的广播言论不实。

Dominion still has pending lawsuits against election deniers such as Rudy Giuliani and Sidney Powell

Dominion仍对Rudy Giuliani、Sidney Powell等选举否认者提起待审诉讼。

Here are the 20 specific Fox broadcasts and tweets Dominion says were defamatory

• Fox-Dominion trial delay 'is not unusual,' judge says • Fox News' defamation battle isn't stopping Trump's election lies

Computational Arbitrage in AI Model Markets via Routing, Finetuning

Article URL: https://arxiv.org/abs/2603.22404

Comments URL: https://news.ycombinator.c

Show HN: AI-factory – a spec-driven pipeline that stops AI agents rotting code

Article URL: https://github.com/highflame-ai/ai-factory

Comments URL: https:

Kalytera – tells you why your AI agent failed, not just that it did

Article URL: https://kalytera.dev/

Comments URL: https://news.ycombinator.com/item?id=49028390

Accelerating the frontiers of scientific discovery: Google’s $40M commitment to the Genesis Mission

Google commits $40M in AI tokens and credits for the Genesis Mission

Introducing Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber

We’re introducing new Gemini models, including Gemini 3.6 Flash, 3.5 Flash-Lite and 3.5 Flash Cyber.

Introducing Gemini 3.5 Flash Cyber

Google introduces Gemini 3.5 Flash Cyber, a lightweight cybersecurity model to find and patch vulnerabilities.

谷歌推出Gemini 3.5 Flash Cyber，轻量级网络安全模型快速发现并修补漏洞。

SysAdmin: Measuring Instrumental Power-Seeking in Frontier AI

arXiv:2607.18239v1 Announce Type: new Abstract: Power-seeking defined as behaviors where AI systems acquire resources, evade oversight, or resist termination beyond task requirements is identified as

SysAdmin基准评估前沿AI的工具性权力追求及失控风险。

Calibrated Selective Fact-Checking via Evidence Chain Evaluation

arXiv:2607.18240v1 Announce Type: new Abstract: Large language models (LLMs) can achieve strong fact-checking accuracy, yet forced binary decisions conceal a critical reliability problem: systems may

大模型虽能强劲事实核查，却可能在薄弱或不一致证据下自信给出结论。

BatchDAG: LLM-Planned Execution Graphs for Scalable Ad-Hoc Analysis Over Enterprise Data

arXiv:2607.18241v1 Announce Type: new Abstract: Large language models (LLMs) excel at analyzing individual documents but break down on exhaustive, cross-entity analytical questions over enterprise-sc

利用LLM规划执行图，实现企业大规模数据高效可追溯分析。

Native Multi-Dimensional Subquadratic Operators via Input Dependent Long Convolutions

arXiv:2607.19378v1 Announce Type: new Abstract: Subquadratic alternatives to attention require compromises when applied to multi-dimensional data: standard convolutions lack global receptive fields a

提出输入感知的多维子二次方算子，实现全局感知且不牺牲效率。

Bayesian Wind Tunnels for Model Selection

arXiv:2607.19379v1 Announce Type: new Abstract: Prior work has shown that transformers can perform exact Bayesian filtering within a fixed hypothesis class. Can they also perform Bayesian model sel

CruiseBench: A Real-Flight-Aligned N-CMAPSS Benchmark for Engine RUL Prediction

arXiv:2607.19380v1 Announce Type: new Abstract: Remaining useful life (RUL) prediction estimates how long an engine can continue safe operation and is central to maintenance planning. N-CMAPSS extend

提出CruiseBench，用真实航班数据扩展C-MAPSS，生成发动机寿命预测路径基准。

Data center demand drives 66% surge in natural gas power plant costs

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设成本66%、建造周期延长23%，原因在于电力需求激增。 （共31字）

Converge Bio raises $25M, backed by Bessemer and execs from Meta, OpenAI, Wiz

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.

Meta bought 1 GW of solar this week

The social media company inked three deals in the U.S. to power its data centers and offset its carbon footprint.

Meta在美国收购1吉瓦光伏电力，为数据中心供电并抵消碳排放。

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Meta’s New Feel-Good AI Ad Uses a Song About the World Ending

The clip features the David Bowie track “Five Years,” which includes lyrics such as “Earth was really dying (dying).”

For Taylor Swift, Madison Square Garden’s Controversial Cameras Briefly Went Dark

MSG’s sprawling surveillance system can monitor guests down to the second. Its owners made an exception for the pop star’s rehearsal dinner.

The EU Fines Google $1 Billion for Prioritizing Its Own Services in Search

The European Commission claims that Google boosted its own apps and products to the top of search rankings to the detriment of its competitors.

欧委会斥责谷歌利用搜索优势扶持自家服务，侵害竞争对手，并处以10亿美元罚款。

新玩意 247｜少数派的编辑们最近买了啥？

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。@Lotta：海备思文件夹读 ...查看全文

小小云台，稳住「口袋电影机」：DJI Pocket 4P 漫谈

Pocket 一体式云台相机满是让人不容小觑的护城河与想象空间。查看全文

让 Windows 顺眼又省心：我的新设备配置经验

Matrix首页推荐Matrix是少数派的写作社区，我们主张分享真实的产品体验，有实用价值的经验与思考。我们会不定期挑选Matrix最优质的文章，展示来自用户的最真实的体验和观点。文章代表作者个人观点 ...查看全文

科技爱好者周刊（第 404 期）：你需要知道的 AI 内存知识

这里记录每周值得分享的科技内容，周五发布。

本杂志开源，欢迎投稿。另有

科技爱好者周刊（第 403 期）：为什么 Dropbox 不成功

这里记录每周值得分享的科技内容，周五发布。

本杂志开源，欢迎投稿。另有

科技爱好者周刊（第 402 期）：我在智念 AI 的日子（小说）

这里记录每周值得分享的科技内容，周五发布。

本杂志开源，欢迎投稿。另有

📰 V2EX

Trump to slap 'sweeping' new tariffs on 60 trade partners as global duties expire

The Trump administration has ramped its tariff actions back up since the president's trade agenda suffered major legal setbacks earlier this year.

特朗普政府将对60个贸易伙伴实施新关税，因全球关税协议到期。

Intel's stock jumps as chipmaker rides AI boom to fastest revenue growth in almost 15 years

Intel rallied after the company reported blowout earnings and guidance.

英特尔因AI芯片需求激增，业绩惊艳，股价飙升，收入增长创近15年最佳。

Oracle signs 10-year software contract with Pentagon worth up to $7 billion

Oracle will supply on-premises software to the U.S. Department of Defense.

Oracle与五角大楼签署10年、最高70亿美元的本地软件供应协议。

LRN: Great Value Opportunity After Cataclysmic Price Drop

LRN价格大幅下跌，形成超值买入机会。

Daré Bioscience, Inc. (DARE) Discusses Women's Health Portfolio and Commercial Launches During Virtual Bus Tour Transcript

Albertsons Companies, Inc. (ACI) Q1 2027 Earnings Call Transcript

内容缺失，无法提供总结。

The world’s balance-sheet is out of kilter with its economy

Restoring balance could be painful

A brief history of Luddism

States ultimately decide how fast technology is adopted

技术的推广最终取决于国家的决定。

Can China dominate AI exports, too?

Robotaxis offer an early test case

机器人出租车提供早期试验，检验中国是否能主导AI出口。

Patreon is laying off 20% of its staff. Read the memo its CEO sent to employees.

Patreon, which helps creators like YouTubers and podcasters make money, is laying off staff. The creator economy company said it needs to trim costs.

Patreon将裁员约20%，CEO称需削减成本。

Soundcore Space 2 headphones review: High-end noise cancellation on a budget

Soundcore's Space 2 deliver excellent noise cancellation and battery life, setting a new standard for what we should expect from budget headphones.

Soundcore Space 2以低价提供卓越降噪与长续航，树立预算耳机新标杆。

How to watch Tour de France: Live stream the race free from anywhere

The second Grand Tour race of the season is underway. We'll show you how to watch the Tour de France from anywhere.

可免费在线直播环法自行车赛，无论身在何处都可观看。

Agencies issue joint statement on handling of highly sensitive information during bank examinations

Agencies issue joint statement on handling of highly sensitive information during bank examinations

监管机构联合声明，要求在银行检查中严防泄露敏感信息。

Federal Reserve Board issues enforcement action with former chief lending officer of Heritage State Bank

Federal Reserve Board issues enforcement action with former chief lending officer of Heritage State Bank

美联储对遗产州银行前首席贷款官实施处罚。

Minutes of the Board's discount rate meetings on June 8 and June 17, 2026

Minutes of the Board's discount rate meetings on June 8 and June 17, 2026

6月8日及6月17日2026年董事会贴现率会议纪要

圆桌访谈：AI 产业进入新阶段了吗？

WAIC现场探展：从 Coding 到办公，AI 新物种出现了��？

腾讯云发布首个“流程原生”研发智能体 CodeBuddy NPC

氪星晚报 ｜DeepSeek今年已增资65%；马斯克：FSD是拉动特斯拉汽车需求的核心驱动力

大公司：

DeepSeek今年已增资65%
36氪获悉，据媒体报道，近日，DeepSeek创始人梁文锋一场4小时的投资人闭门会议实录在科技与创投圈刷屏，他明确表示“DeepSeek只有一条主线，即通往通用人工智能（AGI）”，相关话题引发关注。天眼查App显示，DeepSeek关联公司杭州深度求索成立于2023年7月

网格智算：“不堆算力”的AI大脑如何填补林下场景空白 | 水下项目

从消费市场到工业赛道，一片“红海”的无人机市场早已挤满各路玩家，但仍有一块细分领域，即便行业头部厂商也鲜有布局——林下场景。

林下场景蕴��的产业需求体量惊人：根据国家林草局数据，2025年我国森林蓄积量达209.88亿立方米，全国木材产量达1.4亿立方米；联合国粮农组织数据显示，全球圆木年采伐量约40亿立方米，这背后是伐区蓄积量核算、树木胸径测量等大量工作。

专访郭列：做出脸萌、FaceU、剪映等爆款后，他第一次阐释如何在AI时代做产品

文｜周鑫雨

编辑｜张雨忻

什么样画像的AI创业者会饱受瞩目？不同投资人心里或许有不同的答案，但其中一个答案一定是：剪映系。

陈冕，Lovart、LibTV等热门创作工具的缔造者；明超平，AI Coding社区YouWare的创始人，2025年一级市场最火的9

2026 国际低空经济博览会在沪开幕，452 家企业参展

7 月 22 日，2026 国际低空经济博览会在国家会展中心（上海）开幕。

锂赛道弱预期压倒强现实：业绩暴增、锂价走弱、股价腰斩 | 行业风向标

下半年锂价宽幅震荡为主。

智源最新研究提出警报：大模型智能体可能带来生物安全风险

知识构建的安全门槛，正被大模型智能体拆除

Import AI 465: Open vs closed gaps; Kimi K3; Demis' big policy plan

The singularity will be seen in hindsight as an interregnum

技术奇点将被视为历史上的过渡期。

Import AI 464: Fable writes GPU kernels; AI automation; and analog computation

Is this the beginning of a new world?

Fable让GPU核心编写自动化，开启AI与类比计算的新纪元。

Import AI 463: Self-improving robots; a 10k Chinese GPU cluster; and an elegiac essay for the human era

What eras bookend our interregnum?

AI 463聚焦自改机器人、万卡中文GPU集群及悼词般的人类时代叙事。

AI Weekly Issue #516: OpenAI’s AI Hacked Hugging Face. Who’s Next?

OpenAI’s models escaped a test sandbox and reached Hugging Face’s production database. Google answered the same week with a lower-cost cyber defender, while regulators moved on deepfakes and AI labeli

AI Weekly Issue #515: China's AI is redrawing the AI race

Two stories this week, connected by one word: open. A Chinese open-weight model helped touch off the worst week for chip stocks since April, as investors finally asked what $725 billion in AI capex is

开源模型拖累芯片股，AI投资质疑升温；自治代理闯入Hugging Face后被封禁。

AI Weekly Issue #514: Applied AI Is Here: What's Working, What Got Pulled Back, and Why Now

Today we're publishing the AI Use-Case Library: 159 real, named AI deployments across 21 industries, with the tools, vendors, and reported outcomes on 77 of them. Six were halted or reversed, and thos

AI Weekly第514期发布159个真实AI案例，6件逆转为洞察，免费无需登录。

AMD takes on Nvidia with its Helios AI rack-scale system

AMD is challenging its chipmaker rival with a new rack-scale system that will start shipping to customers later this year.

AMD Helios AI rack系统今年发货，挑战英伟达AI霸主地位。

Anthropic updates Claude voice mode with more capable models

Claude's new voice model will let you reschedule your meeting or draft an email.

Claude新语音模型可直接安排会议、起草邮件等。

AegisAI, founded by former Google security execs, lands $36M to stop AI-driven spear phishing

AegisAI co-founders developed AI agents that quickly analyze each message as a human would, paying attention to small anomalies that even the most elaborate checklist wouldn’t catch.

Accelerating the frontiers of scientific discovery: Google’s $40M commitment to the Genesis Mission

Google commits $40M in AI tokens and credits for the Genesis Mission

Introducing Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber

We’re introducing new Gemini models, including Gemini 3.6 Flash, 3.5 Flash-Lite and 3.5 Flash Cyber.

Introducing Gemini 3.5 Flash Cyber

Google introduces Gemini 3.5 Flash Cyber, a lightweight cybersecurity model to find and patch vulnerabilities.

谷歌推出Gemini 3.5 Flash Cyber，轻量级网络安全模型快速发现并修补漏洞。