Today's
Briefing

Iran’s Fractured Leadership Is Struggling to Coordinate, Officials Say

As leaders are killed and replaced, Iranian negotiators may not know what their government is willing to concede in any negotiations.

Trump Claims ‘Regime Change’ in Iran Is Already Complete

President Trump suggested that Iran’s current leaders were “much more reasonable” as he sought to show progress in his war aims. Iran’s power structure appears firmly in control despite a month of U.S

T.S.A. Lines Appear to Be Getting Shorter as Workers Begin to Receive Paychecks

The hourslong waits appeared to be easing as Transportation Security Administration officers received their first pay in weeks. But with no funding deal, the lines could return.

安检排队因工作人员领薪缩短，但无资金方案可能恢复。 (14字)

Millions of drivers mis-sold car finance to receive average £829 in compensation

The City regulator says 12.1 million mis-sold motor finance deals will be eligible for redress.

Scott Mills sacked from BBC Radio 2 after allegations over 'historic relationship'

He has not hosted his show since Tuesday and the BBC said he is "no longer contracted to work" there.

斯科特·米尔斯因传闻旧情被解约，BBC称已不再合作停播。

Mills' abrupt sacking creates another headache for the BBC

Radio 2 DJ Scott Mills was sacked from the BBC on Monday following allegations over his conduct.

斯科特·米尔斯因不当行为被英国广播公司解雇，导致公司接连负面新闻。

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

Fox News承认有关Dominion投票系统的广播指控不实。

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

Dominion仍在对Rudy Giuliani、Sidney Powell等提起未结訴訟。

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

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音频AI模型提升精度，降低延迟，使语音更自然流畅。

Protecting people from harmful manipulation

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

深度学习研究AI误导风险，推出新安全措施。

Lyria 3 Pro: Create longer tracks in more

Introducing Lyria 3 Pro, which unlocks longer tracks with structural awareness. We’re also bringing Lyria to more Google products and surfaces.

BeSafe-Bench: Unveiling Behavioral Safety Risks of Situated Agents in Functional Environments

arXiv:2603.25747v1 Announce Type: new Abstract: The rapid evolution of Large Multimodal Models (LMMs) has enabled agents to perform complex digital and physical tasks, yet their deployment as autonom

BeSafe-Bench 揭示大模型坐席代理在功能环境中的潜在安全风险。

AutoB2G: A Large Language Model-Driven Agentic Framework For Automated Building-Grid Co-Simulation

arXiv:2603.26005v1 Announce Type: new Abstract: The growing availability of building operational data motivates the use of reinforcement learning (RL), which can learn control policies directly from

AutoB2G利用大语言模型实现建筑-电网协同仿真自动化。

Semi-Automated Knowledge Engineering and Process Mapping for Total Airport Management

arXiv:2603.26076v1 Announce Type: new Abstract: Documentation of airport operations is inherently complex due to extensive technical terminology, rigorous regulations, proprietary regional informatio

提出半自动知识工程与全空域管理映射方法，解决机场作业资料孤岛与语义异构化问题。

Empowering Epidemic Response: The Role of Reinforcement Learning in Infectious Disease Control

arXiv:2603.25771v1 Announce Type: new Abstract: Reinforcement learning (RL), owing to its adaptability to various dynamic systems in many real-world scenarios and the capability of maximizing long-te

强化学习优化传染病防控决策，提升长期防控效果。

Pure and Physics-Guided Deep Learning Solutions for Spatio-Temporal Groundwater Level Prediction at Arbitrary Locations

arXiv:2603.25779v1 Announce Type: new Abstract: Groundwater represents a key element of the water cycle, yet it exhibits intricate and context-dependent relationships that make its modeling a challen

利用纯DL与物理引导DL在任意空间预测地下水位的时空动态。

MAGNET: Autonomous Expert Model Generation via Decentralized Autoresearch and BitNet Training

arXiv:2603.25813v1 Announce Type: new Abstract: We present MAGNET (Model Autonomously Growing Network), a decentralized system for autonomous generation, training, and serving of domain-expert langua

MAGNET实现去中心化自主模型生成、训练、部署，支持BitNet。

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Bessemer领投2500万美元，Meta、OpenAI、Wiz高管联合投资。

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，采购1吉瓦光伏供能，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与自然保护协会合作，在印度推广气候友好水稻种植，用 AI 验证甲烷减排。

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Our Favorite Amazon Streaming Stick Is Almost Half Off

The Fire TV Stick 4K Max is great for the Prime Video devout and handles other streaming services just as well.

4K Max现价半价，播放顺畅，兼容多平台，性价比极佳。

5 Best Video Doorbell Cameras (2026): Smart, Battery, AI, Budget, and Subscription-Free

Never miss a delivery. These WIRED-tested picks will help you keep tabs on your front door from anywhere.

2026年最佳视频门铃测评推荐5款，具AI、免订阅、低价功能，随时监控前门。

The Best Earplugs for Protecting Your Hearing (2026)

Whether you want to sleep through the party or rock out (safely) to your favorite band, these earplugs will help block out the noise.

2026年评选出的最佳防噪耳塞，帮你在派对或摇滚时安全隔绝噪音。

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

浏览器扩展合集：派友近期推荐的 6 款浏览器扩展

本期介绍 6 款浏览器扩展插件——如果你也有好的扩展插件，欢迎在评论留言或向 Matrix 社区投稿，我们将不定期收录并在首页推送。查看全文

从保鲜逻辑到外观设计，一份冰箱落地选购指南

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 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。

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

[分享创造] 开源了一个 AI 思想家圆桌工具： Legend Talk

[程序员] 推荐一个多用户的龙虾管理面板, 希望有需要的人用到.

[远程工作] 高级运维架构师 40K 在家 办公

Brent oil heads for record monthly surge, WTI settles above $100 for first time since 2022

Oil prices climbed on Monday after Yemen's Houthis said they had fired missiles at Israel, opening a new front in the U.S.- and Israeli-led conflict with Iran.

霍斯蒂导弹袭以色列，油价飙升，布伦特月逼纪录，WTI破100。

China suppliers warn of higher prices for Americans due to Strait of Hormuz closure

The Iran war has stalled shipments of oil and its products through the Strait of Hormuz, raising concerns among Chinese manufacturers about supply chain disruptions.

中国制造商担忧因霍尔木兹直道关闭导致油品供应受阻，进口价可能上涨。

Bill Ackman says it’s one of the best times in a long time to buy quality stocks

Ackman's bullish stance comes at a time when markets have been rattled by rising energy prices and sticky inflation concerns.

The S&P 500 Fell Almost 9%, And I Took The Opportunity To Buy More (Here's Why)

标普500指数暴跌9%，作者视为买入良机。

SPMO: March Rebalance Brings 54% Portfolio Turnover, Added Earnings Risk

三月再平衡导致SPMO 港股仓位换 54%，并增盈利风险。

Another Monday Madness: A Tech Take

请提供完整的新闻内容，我才能为您简洁地用不超过 50 字的中文一句话进行总结。

After Iran, gold is looking less glittery

Is the yellow metal the new crypto?

伊朗后，黄金光彩暗淡，或成新的加密资产竞争者。

How Iran is making a mint from Donald Trump’s war

China is helping the Revolutionary Guards profit from Iranian crude

The decline and fall of the Roman currency empire

The fate of ancient coins offers uncomfortable lessons about dollar dominance

古代硬币的衰亡警示了当代美元霸权的潜在衰落。

FIFA World Cup 2026 Tickets: How to buy, sales phases, and resale pricing

Learn how to buy World Cup 2026 tickets, including FIFA sale phases, verified resellers, and current pricing trends.

官方发布2026年世界杯门票购买方式、发售阶段及二手价格趋势。

I tried hummus from Costco, Wegmans, Whole Foods, and Trader Joe's. I finished a container of the winning spread in a day.

I tried and ranked hummus from different grocery stores, including Whole Foods, Costco, Trader Joe's, and Wegmans, to find the best dip.

在四家超市的鹰嘴豆酱对比中，选出最佳，竟能一天吃完整盒。

I wore the viral Amazon mesh flats for a week, and they're worth the hype

I wore Amazon's viral mesh flats for a week to test their comfort, fit, and styling potential, and they turned out to be a surprisingly good $50 buy.

亚马逊热卖网格平底鞋穿了一周后，舒适度好、款式实用，五十美元性价比极高。

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完成联合调查，满足OCC批准摩根大通23A节豁免申请。（24字）

Federal Reserve Board releases annual audited financial statements

Federal Reserve Board releases annual audited financial statements

美联储发布年度审计财务报表。

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

联邦储备委员会对Ally Bank及Regions Bank的前员工实施强制令。

利用 Snowflake Cortex AI 能力，打造高效 IPO 研究智能体 ｜ 技术实践

Snowpark Connect 完全��南：PySpark 作业执行与生产数据管道构建 ｜ 技术实践

智能体安全实践：可控与可靠｜QCon 前瞻

氪星晚报｜全国首个万卡级全栈自主可控智算集群点亮；泡泡玛特乐园门票将涨价；蚂蚁集团安全团队发现OpenClaw多个高危漏洞并协助快速修复

大公司：

全国首个万卡级全栈自主可控智算集群点亮

深圳人工智能高质量

蚂蚁终圆券商梦

作者 | 王晗玉

编辑 | 张帆

本月30日，蚂蚁集团将通过旗下上海云进信息技术有限公司，正式完成对香港老牌券商耀才证券的控股权收购。

这场历时近一年的交易，不仅为蚂蚁集团补上了证券业务这最后一块拼图，更让资本市场再掀关于“互联网+券商”模式能否在香港重演业绩与股价齐飞的讨论。

对话原力灵机唐文斌：我不喜欢讲我不信的话，也无法成为我不想成为的人

文｜富充

编辑｜苏建勋

创业满一年，唐文斌的身上依旧保留着旷视时期的印记，在和我们的对话中，他时常说到“本质”这个词——那是旷视内部的一个“流行词”。

清华“姚班”毕业之后，唐文斌和同学印奇、杨沐在2011年创办了旷视科技。

跨越AI鸿沟：构建企业AI应用价值评估体系

既能精准捕捉 AI 的独特价值，又能适配业务战略，为 AI 应用提供全生命周期的动态引导。

光模块龙头中际旭创发布年报，2025年净赚超百亿

AI需求爆发，中际旭创营收、净利均创下新高，但近期的供应链瓶颈和远期的技术迭代风险仍需警惕。

回看2025，AI的系统工程时刻：重构智能的底座与边界

AI竞争的核心，正从单一模型的参数竞赛，转向覆盖芯片、框架、模型、平台乃至应用的全栈“系统工程”能力比拼。

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、Google多智能体系统及机器人鼓手，探讨能否遏制技术超越？

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

How will timeless minds value time?

本文概述中国电子战模型、创伤型大语言模型及网络攻击规模规律。

ImportAI 449: LLMs training other LLMs; 72B distributed training run; computer vision is harder than generative text

Will AI cause a political interregnum

第449期：大模型自训大模型、72B分布式训练，计算机视觉难度大于文本生成，探讨AI引发政治大换局。

15% of Americans say they’d be willing to work for an AI boss

Your human manager may soon be a chatbot. Across organizations, AI is being used to replace layers of management in what some are calling "The Great Flattening."

As more Americans adopt AI tools, fewer say they can trust the results

AI adoption is rising in the U.S., but trust remains low, with most Americans concerned about transparency, regulation, and the technology’s broader societal impact, according to a new Quinnipiac poll

Mantis Biotech is making ‘digital twins’ of humans to help solve medicine’s data availability problem

Mantis takes disparate sources of data to make synthetic datasets that can be used to build so-called "digital twins" of the human body, representing anatomy, physiology and behavior.

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音频AI模型提升精度，降低延迟，使语音更自然流畅。

Protecting people from harmful manipulation

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

深度学习研究AI误导风险，推出新安全措施。

Lyria 3 Pro: Create longer tracks in more

Introducing Lyria 3 Pro, which unlocks longer tracks with structural awareness. We’re also bringing Lyria to more Google products and surfaces.