Today's
Briefing

Trump Delays Energy Strikes, but Iran’s Infrastructure Is Already Battered

U.S. and Israeli attacks on power plants and other civilian infrastructure risk escalating the conflict across the region, and angering Iranians who oppose the government.

Pentagon Officials Weigh Deployment of Airborne Troops for Iran War

The combat forces would come from a brigade of about 3,000 soldiers capable of deploying anywhere in the world within 18 hours.

美防部署约3000兵力，30分钟内全球空投，用于伊朗冲突.

Supreme Court Appears Poised to Reject Late-Arriving Mail-In Ballots Law

A majority of the justices appeared skeptical of Mississippi’s mail-in ballot law in a case that could upend the way that states handle mail-in ballots throughout the country.

Arson attack on Jewish charity ambulances investigated by counter-terror police

Police say they are looking for three suspects after the Hatzola ambulances were set on fire.

警方调查犹太慈善救护车纵火案，正在寻找三名嫌疑人。

'Like the plane got cut in half': LaGuardia crash that killed two pilots now under investigation

In the aftermath of the collision of Air Canada flight AC8646 with a fire truck in New York, US transportation chief Sean Duffy emphasized that seat belts helped save lives

拉瓜机场失速撞火车致2机长亡，运输部长强调安全带救生。

'Stop, stop, stop': Listen to LaGuardia control tower audio during collision

An Air Canada plane carrying 72 passengers and four crew initially landed safely from Montreal on Sunday evening before colliding with a firefighting vehicle.

加拿大客机在蒙特利尔降落后与灭火车相撞。

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

福克斯新闻承认部分关于投票系统的说法不实，随交易披露而回应。

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

Dominion仍在对如朱利安尼、鲍威尔等人提起的选举诉讼未了。

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

Vibe physics: The AI grad student

Article URL: https://www.anthropic.com/research/vibe-physics

Comments URL: AI可化身研究生，独立主导科学实验与分析。

Leveraging AI to Transform Written Stories into Engaging Animated Videos

Article URL: https://medium.com/seeds-for-the-future/i-turned-my-story-into-an-anim

"Product Teams vs. Feature Teams" in an AI World

Article URL: https://www.elliotcsmith.com/product-teams-vs-feature-teams-in-an-ai-world/

Comments U

产品团队关注用户价值，功能团队侧重技术实现，二者需协同演进。

Measuring progress toward AGI: A cognitive framework

We’re introducing a framework to measure progress toward AGI, and launching a Kaggle hackathon to build the relevant evaluations.

From games to biology and beyond: 10 years of AlphaGo’s impact

Ten years since AlphaGo, we explore how it is catalyzing scientific discovery and paving a path to AGI.

Gemini 3.1 Flash-Lite: Built for intelligence at scale

Gemini 3.1 Flash-Lite is our fastest and most cost-efficient Gemini 3 series model yet.

Flash‑Lite是Gemini 3系列最快、最具性价比的模型。

When both Grounding and not Grounding are Bad -- A Partially Grounded Encoding of Planning into SAT (Extended Version)

arXiv:2603.19429v1 Announce Type: new Abstract: Classical planning problems are typically defined using lifted first-order representations, which offer compactness and generality. While most planners

古典规划用一阶表示，强制全局编码会导致指数级膨胀，部分编码可缓解。

Hyperagents

arXiv:2603.19461v1 Announce Type: new Abstract: Self-improving AI systems aim to reduce reliance on human engineering by learning to improve their own learning and problem-solving processes. Existing

Hyperagents通过自我改进降低对人工工程的依赖。

Teaching an Agent to Sketch One Part at a Time

arXiv:2603.19500v1 Announce Type: new Abstract: We develop a method for producing vector sketches one part at a time. To do this, we train a multi-modal language model-based agent using a novel multi

提出一种基于多回合奖励强化学习的方法，逐部件生成向量草图。

Speculating Experts Accelerates Inference for Mixture-of-Experts

arXiv:2603.19289v1 Announce Type: new Abstract: Mixture-of-Experts (MoE) models have gained popularity as a means of scaling the capacity of large language models (LLMs) while maintaining sparse acti

专家推测加速MoE推理，提升存储效率与算力。

A Visualization for Comparative Analysis of Regression Models

arXiv:2603.19291v1 Announce Type: new Abstract: As regression is a widely studied problem, many methods have been proposed to solve it, each of them often requiring setting different hyper-parameters

提出可视化工具，帮助比较回归模型在不同超参数下的性能。

Maximizing mutual information between user-contexts and responses improve LLM personalization with no additional data

arXiv:2603.19294v1 Announce Type: new Abstract: While post-training has successfully improved large language models (LLMs) across a variety of domains, these gains heavily rely on human-labeled data

通过最大化用户上下文与响应的互信息，实现个人化 LLMs，无需额外标注数据。

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.

AI药物研发公司Converge获Bessemer领投2500万，Meta高管等参投。

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本周收购1吉瓦光伏，三项美国协议为数据中心供电并减碳。

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.

MittiLabs利用人工智能验证印度稻田降低甲烷排放。

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抱歉，提供的标题和内容为占位符，无法进行总结。

A Billionaire-Backed Startup Wants to Grow 'Organ Sacks' to Replace Animal Testing

R3 Bio has a bold idea for replacing lab animals: genetically-engineered whole organ systems that lack a brain. The long-term goal, says a cofounder, is to make human versions.

一家由亿美元富豪支持的初创公司研发无脑人体器官系统，以取代动物实验。

A Mysterious Numbers Station Is Broadcasting Through the Iran War

First heard as US and Israeli strikes on Iran began, the shortwave broadcast has since been traced to a US military base in Germany—but its purpose and its operator remain unclear.

Our Favorite Budget Earbuds Are Literally $19

Do you need a pair of cheap earbuds? These JLabs are the ones.

19美元预算耳机，JLabs必买。

派评 | 近期值得关注的 App

>下载少数派2.0客户端、关注少数派公众号，解锁全新阅读体验📰>实用、好用的正版软件，少数派为你呈现🚀查看全文

Mac 选购指南 2026 春季版

我该不该用 MacBook Neo 入门 macOS？以及其他 Mac 我应该怎么选。查看全文

一日一技｜基于 Tasker 的节假日补班闹钟怎么做？

手握非国行的 Android 手机或者 Pixel 机型的小伙伴不妨试试。查看全文

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。

科技爱好者周刊（第 389 期）：未来如何招聘程序员

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 388 期）：测试是新的护城河

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

[macOS] 请问这个是什么软件?

[分享创造] 我用 AI 写了一个 WordPress 主题，这你敢想？

[程序员] [开源] weclaw-proxy | 专为微信 OpenClaw 打造的极简 Agent 接入网关

Volume in stock and oil futures surged minutes before Trump's market-turning post

The timing of the earlier volume spikes — across both equities and crude — caught the attention of traders.

Chevron CEO says Iran war impact isn't fully priced into oil market, traders have ‘scant information’

Chevron CEO Mike Wirth said the physical supply of oil is much tighter than the oil futures market suggests.

Asia wants more U.S. oil and gas to reduce Middle East dependence after Iran war, Burgum says

Japan, South Korea and Taiwan rely heavily on exports through the Strait of Hormuz.

布格姆称亚洲欲加速采购美油气，以降低中东依赖。

Trinity Capital: BDC Turning Asset Manager Provides Strong Yield And Better Value

TrinityCapital的BDC资产管理提升收益，且具更好性价比。

Duluth Holdings: Showing Signs Of Stabilization

杜鲁斯公司显示经营恢复，财务压力减轻。

Manhattan Associates: A Tough Set-Up, With Or Without AI Threat

曼哈顿协会面临艰难布局，AI或加剧其挑战。

How high could global inflation go?

With luck, the Iran war won’t cause a recession. But the surge in energy prices will push up the cost of living

Westerners are fleeing their countries in record numbers

This will have economic consequences for the places they leave and their destinations

西方人大量逃离，导致离岸经济受冲击，目的地经济亦受影响。

Even the best-case scenario for energy markets is disastrous

Whatever happens, high prices will outlive the Iran war 

Best bamboo sheets

We tested 13 bamboo sheet sets over months to find the softest, most breathable options for cooler, more comfortable sleep.

我们测评13套竹纤维床单，找出最柔软透气、凉爽舒适的最佳选项。

Best affordable dog food

These affordable dog foods deliver balanced nutrition and meet AAFCO standards.

经济实惠的狗粮提供均衡营养并符合AAFCO标准。

The 20 most stressed states in the US, ranked

Some states are more stressful than others, a WalletHub analysis found. Here are the most stressful states in the US.

WalletHub分析将20个最紧张州排名，某些州显著更易紧张。

Federal Reserve Board issues enforcement actions with former employee of Ally Bank and former employee of Regions Bank

Federal Reserve Board issues enforcement actions with former employee of Ally Bank and former employee of Regions Bank

美联储对前Ally Bank和前Regions Bank员工实施监管处置。

Agencies request comment on proposals to modernize the regulatory capital framework and maintain the strength of the banking system

Agencies request comment on proposals to modernize the regulatory capital framework and maintain the strength of the banking system

监管机构征求意见，现代化资本框架以保障银行体系稳健。

Federal Reserve issues FOMC statement

Federal Reserve issues FOMC statement

美联储发布FOMC声明，重申维持宽松政策，关注通胀与就业双重目标。

极客部落“OPC 创业者招募计划”正式发布，赋能 AI 时代“一人独角兽”

Bosch 集团首席 AI 科学家阎栋博士已确认出席QCon北京站，探讨AI大模型是否会吞噬软件世界

AICon 2026 上海站正式启动：OpenClaw 袭来，我们来谈点真的

氪星晚报 ｜阿里明日或将发布重要芯片产品；全球首个脑机接口创新产品获得医保编码；LG电子称今年将全力推进机器人业务

大公司：

双林股份港股上市获中国证监会备案

36氪获悉，中国证监会国际合作司发布关于双林股份有限公司境外发行上市备案通知书，公司拟发行不超过89,697,300股境外上市普通股并在香港联合交易所上市。

宝盖新材料港股IPO获中国证监会备案