Today's
Briefing

Iranians Voice Shock and Defiance in Face of Trump’s Looming Deadline

President Trump has threatened devastating attacks if Iran does not reopen the Strait of Hormuz. Some Iranians questioned what had happened to American values.

Trump’s Threats of War Crimes Intensify Pressure on General Caine

The president’s apocalyptic rhetoric clashes with the responsibility of the chairman of the Joint Chiefs of Staff to protect the military’s honor.

U.S. Strikes Kharg Island as Trump Raises Iran Threats to Apocalyptic Levels

U.S. forces launched more than 90 “restrikes” on Kharg Island, Iran’s oil export hub, early on Tuesday but have avoided hitting oil infrastructure.

Watch: Iranians form human chains at bridges and power plants

Tehran had urged people to gather outside potential US and Israeli targets after Donald Trump threatened to attack civilian infrastructure.

伊朗民众在桥梁与电厂组成人链，因特朗普威胁袭击民用设施聚集示威。

Wireless Festival cancelled after Kanye West blocked from coming to UK

West was due to headline the festival in July but drew criticism over past antisemitic comments.

因反犹太言论被禁入英，Wireless Festival取消七月主舞台演出。

Has Artemis II shown we can land on the Moon again?

The Artemis II mission has been near flawless to date, but has the test flight shown Nasa is ready to send humans to the lunar surface?

阿尔忒弥斯二号任务表现顺利，但仍需确认是否具备载人登月能力。

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

Fox News承认部分关于Dominion投票系统的播音指控为不实，此前与其达成和解。 （49字）

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

Dominion仍对Giuliani、Powell等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

Gemma 4: Byte for byte, the most capable open models

Gemma 4: Our most intelligent open models to date, purpose-built for advanced reasoning and agentic workflows.

Gemma 4发布，定位为目前最强大的开源模型，专注高级推理与智能体工作流。

Gemini 3.1 Flash Live: Making audio AI more natural and reliable

Our latest voice model has improved precision and lower latency to make voice interactions more fluid, natural and precise.

Gemini 3.1Flash Live提升语音模型精度并降低延迟，让交互更自然、流畅。

Protecting people from harmful manipulation

Google DeepMind researches AI's harmful manipulation risks across areas like finance and health, leading to new safety measures.

谷歌DeepMind研究AI误导风险，针对金融、健康等领域提出新安全防护措施。

IC3-Evolve: Proof-/Witness-Gated Offline LLM-Driven Heuristic Evolution for IC3 Hardware Model Checking

arXiv:2604.03232v1 Announce Type: new Abstract: IC3, also known as property-directed reachability (PDR), is a commonly-used algorithm for hardware safety model checking. It checks if a state transiti

IC3‑Evolve利用LLM在离线迭代中通过证明/证据筛选启发式进化，提升硬件安全验证。

Structural Segmentation of the Minimum Set Cover Problem: Exploiting Universe Decomposability for Metaheuristic Optimization

arXiv:2604.03234v1 Announce Type: new Abstract: The Minimum Set Cover Problem (MSCP) is a classical NP-hard combinatorial optimization problem with numerous applications in science and engineering. A

该论文提出利用宇宙可分解性的结构化分解方法，对最小集合覆盖问题进行元启发式求解。

To Throw a Stone with Six Birds: On Agents and Agenthood

arXiv:2604.03239v1 Announce Type: new Abstract: Six Birds Theory (SBT) treats macroscopic objects as induced closures rather than primitives. Empirical discussions of agency often conflate persistenc

六鸟理论认为宏观对象是诱导闭合而非原始，区分持久性与控制性。

Integrating Artificial Intelligence, Physics, and Internet of Things: A Framework for Cultural Heritage Conservation

arXiv:2604.03233v1 Announce Type: new Abstract: The conservation of cultural heritage increasingly relies on integrating technological innovation with domain expertise to ensure effective monitoring

提出将人工智能、物理与物联网结合的框架，用于文化遗产的保护与预测性维护。

Scaling DPPs for RAG: Density Meets Diversity

arXiv:2604.03240v1 Announce Type: new Abstract: Retrieval-Augmented Generation (RAG) enhances Large Language Models (LLMs) by grounding generation in external knowledge, yielding relevance responses

提出新方法，实现密度与多样性并提升RAG效果。

DRAFT: Task Decoupled Latent Reasoning for Agent Safety

arXiv:2604.03242v1 Announce Type: new Abstract: The advent of tool-using LLM agents shifts safety monitoring from output moderation to auditing long, noisy interaction trajectories, where risk-critic

代理人安全监控需应对稀疏风险证据，传统二元监督不适用，提出解耦潜在推理的新方法。

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.

ConvergeBio获2500万美元A轮融资，Meta、OpenAI、Wiz高管参投。

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本周签署三项美国光伏协议，累计采购1吉瓦太阳能，为数据中心供电并抵消碳排放。

How one AI startup is helping rice farmers battle climate change

Mitti Labs is working with The Nature Conservancy to expand the use of climate-friendly rice farming practices in India. The startup uses its AI to verify reductions in methane emissions.

Mitti Labs利用AI帮助印度水稻农民减少甲烷排放。

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The iPhone Gets a D– for Repairability

It’s a better rating than the company has gotten from repairability experts before, at least. Samsung is second worst with a D.

Iran-Linked Hackers Are Sabotaging US Energy and Water Infrastructure

As Trump threatens Iranian infrastructure, the US government warns that Iran has carried out its own digital attacks against US critical infrastructure.

美国警告伊朗黑客已多次侵入美国能源、供水等关键基础设施。

Anthropic Teams Up With Its Rivals to Keep AI From Hacking Everything

The AI lab's Project Glasswing will bring together Apple, Google, and more than 45 other organizations. They'll use the new Claude Mythos Preview model to test advancing AI cybersecurity capabilities.

Anthropic携手苹果、谷歌等45家机构，用Claude Mythos Preview测AI安全。

社区速递 136 | 派友大秀 Vibe Coding 作品、ROCK 数据线收纳盒与空气凤梨

除了首页时间流和侧栏的精选展位，少数派Matrix社区还有很多优秀内容因条件所限无法得到有效曝光，因此我们决定重启Matrix周报，并在此基础上添加更多社区内容、作者投稿新玩意呈现给大家。上周社区速递 ...查看全文

写给「跑两步就喘」的你：跑前精准热身，缓解跑时疼痛

提到跑步热身，你想到的是什么？查看全文

互联网，电子游戏与屏幕之后的个人健康

互联网与现实世界融合后的世界，会是什么样子？查看全文

科技爱好者周刊（第 391 期）：AI 的贫富分化

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 390 期）：没有语料，大模型就是智障

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

套壳中国大模型撑起500亿美元估值？扒一扒 Cursor 的"套壳"疑云

1、

本周末，有一条最热闹的 AI 新闻，震动了太平洋两岸，连马斯克都关注了。

昨天，AI 编程工具 Cursor 推出了"自己的"模型 Composer 2。

📰 V2EX

Iran updates: Pakistan seeks 2-week pause after Trump warns 'whole civilization will die' if no deal by deadline

The near closure of the Strait of Hormuz since the war began has led to a historic oil supply shock, which quickly sent global energy prices soaring.

特朗普警告若2周内无交易全球文明将毁灭，巴基斯坦请求暂停，霍尔木兹海峡紧张导致油价飙升。

Apple shares sink on report of foldable iPhone delays

The company is reportedly facing engineering challenges in the development of the foldable phones, which are anticipated to launch later this year.

苹果因折叠手机研发延迟被报告称股价下跌。

Used car prices rise to highest point since summer 2023

Used car prices rise to highest point since summer 2023

二手车价创2023年以来新高。

Political Risk Is Overstated For Invitation Homes

政治风险被夸大，Invitation Homes 的实际风险并不高。

JIVE: Leading International Value ETF Heavily Weighted In Financials

JIVE基金是国际价值ETF，重仓金融板块。

Graco: A Premium Business, Awarded A More Than Premium Valuation

Graco获高溢价估值。

Bye, bye to the Trump trades

Markets are calling time on many Donald-adjacent bets

市场纷纷抛弃与川普相关的投资。

The war in the Gulf could cause a global food shock

Soaring prices for fertiliser and fuel are sowing panic among farmers

高粮价因燃油与肥料涨价，惊恐农民，全球食品面临危机。

As Iran’s civilian economy crumbles, its military economy grows stronger

War is splitting the country in two 

Best fire pits

The best fire pits produce strong fires while minimizing smoke and cleanup. Our favorites include the Solo Stove Bonfire and a truly smokeless option.

强火且少烟，推荐Solo Stove Bonfire和全新无烟款。

13 best one-piece swimsuits in 2026, tested for style and comfort

We tested a ton of one-piece bathing suits, and only 13 made our list of the best.

2026年评出的13款最佳连体泳衣，兼具时尚与舒适。

The best Sonos soundbars, tested and ranked by model

Sonos offers three main soundbar models designed for different needs. Here's how the Arc Ultra, Beam, and Ray compare.

Sonos推出Arc Ultra、Beam、Ray三款音箱，各针对不同需求。

Federal Reserve Board issues enforcement action with former employee of United Bank

Federal Reserve Board issues enforcement action with former employee of United Bank

美联储对前联合银行员工实施监管处分。

Federal Reserve Board announces it has made the joint findings with the Office of the Comptroller of the Currency required for the OCC to approve a request by Morgan Stanley Bank, N.A., for an exemption under section 23A of the Federal Reserve Act

Federal Reserve Board announces it has made the joint findings with the Office of the Comptroller of the Currency required for the OCC to approve a request by Morgan Stanley Bank, N.A., for an exempti

美联储与OCC联合发现，为Morgan Stanley银行获准《联邦储备法》23A条的豁免。

Federal Reserve Board releases annual audited financial statements

Federal Reserve Board releases annual audited financial statements

美联储公布年度审计财务报表。

npm 爆发重大供应链攻击：Axios 被植入远控木马，影响或已扩散

Teleport的报告发现，过度授权的AI系统与安全事件增长密切相关

从上下文到经验资产：OpenClaw 热潮下的 Agent 记忆系统工程实践｜QCon北京

氪星晚报｜潘兴广场拟94亿欧元现金加股票收购环球音乐集团；高盛策略师：当前科技股估值带来投资机会；中国央行连续第17个月增持黄金

大公司：

产业链人士：苹果首款折叠屏手机项目正常推进，产品下半年发布

阿迪达斯不需要下一个Samba

文｜贺哲馨

编辑｜乔芊

天刚擦黑，上海新天地一处老校舍的灯就亮了，人群随着光涌进来。曾经是教室的空间被布置成不同的主题：陈列着《足球周刊》、挂满复古球衣或者摆着摊位。人群在楼上楼下反复流动，像在逛一个临时拼起来的跳蚤市场，而不是一场发布会。

但它确实是一场发布会。主角是阿迪达斯最新发布的世界杯国家队客场球衣——时隔36年，这

36氪首发 | 钠电正极材料厂商完成数千万元融资，千吨级产能将进一步扩展

作者 | 乔钰杰

编辑 | 袁斯来

硬氪获悉，兴荣新源（厦门）科技有限公司（以下简称“兴荣新源”）近日完成了数千万元天使轮融资，由蓝图创投和厦门高新投共同投资，融资资金将主要用于研发投入及扩大产能。

兴荣新源成立于2022年，总部位于厦门市，致力于钠离子电池正极材料的研发、生产和销售，

谁在死磕，存算一体？

中国存算一体深度观察。

美国AI三巨头围剿模型蒸馏，中国公司终要大考

是封锁，更是警醒；是危机，更是转机。

12.83亿营收“一夜蒸发”，内幕交易坐实，重组停滞，万向钱潮内控隐疾显现

重组遥遥无期，内控雷声不断。

Import AI 452: Scaling laws for cyberwar; rising tides of AI automation; and a puzzle over gDP forecasting

How much could AI revolutionize the economy?

AI可能彻底改变经济，推动自动化与网络安全的规模增长。

Import AI 451: Political superintelligence; Google's society of minds, and a robot drummer

Are there any genies that can be put back in the bottle?

AI超级智能、谷歌‘心灵社会’与机器人鼓手闪耀，探讨魔盒中的精灵能否被重新封印。

Import AI 450: China's electronic warfare model; traumatized LLMs; and a scaling law for cyberattacks

How will timeless minds value time?

文章分析中国电子战模型、受创大模型及网络攻击规模法则等议题。

AI Weekly Issue #480: Monday Edition : npm compromised by North Korea, Iran targets AI data centers, and nobody wants OpenAI stock

Three days, three threat vectors nobody had on their bingo card. North Korea compromised the npm package your app probably depends on. Iran published satellite coordinates of OpenAI's $30B data center

朝鲜黑客入侵npm，伊朗曝光OpenAI数据中心坐标，OpenAI二级市场股票滞销。

AI Weekly Issue #479: 100 years from now : what happens when every living thing carries an AI inside it

This is 100 Years From Now, a weekly series. Once a week, we skip ahead a century and imagine ordinary life in a world that's had a hundred years to absorb the things we're only beginning to build. No

AI Weekly Issue #478: The machines are hacking back — and so is everyone else

An AI agent went rogue at Meta and triggered a Sev 1. Anthropic shipped its own source code to npm by accident — then accidentally DMCA'd 8,100 GitHub repos trying to clean up. A Chinese state group w

I can’t help rooting for tiny open source AI model maker Arcee

Arcee is a tiny 26-person U.S. startup that built a high-performing, massive, open source LLM. And it's gaining popularity with OpenClaw users.

Firmus, the ‘Southgate’ AI data center builder backed by Nvidia, hits $5.5B valuation

Nvidia-backed Asia AI data center provider Firmus has now raised $1.35 billion in six months.

Intel signs on to Elon Musk’s Terafab chips project

Intel will join SpaceX and Tesla in an effort to build a new U.S. semiconductor factory in Texas, although the scope of its contributions are unclear.

Gemma 4: Byte for byte, the most capable open models

Gemma 4: Our most intelligent open models to date, purpose-built for advanced reasoning and agentic workflows.

Gemma 4发布，定位为目前最强大的开源模型，专注高级推理与智能体工作流。

Gemini 3.1 Flash Live: Making audio AI more natural and reliable

Our latest voice model has improved precision and lower latency to make voice interactions more fluid, natural and precise.

Gemini 3.1Flash Live提升语音模型精度并降低延迟，让交互更自然、流畅。

Protecting people from harmful manipulation

Google DeepMind researches AI's harmful manipulation risks across areas like finance and health, leading to new safety measures.

谷歌DeepMind研究AI误导风险，针对金融、健康等领域提出新安全防护措施。