Today's
Briefing

Abortion Pill Lawsuit Leaves Trump in a Political Bind Ahead of the Midterms

Louisiana wants the Food and Drug Administration to curtail access to the medication. Doing so could cost Republicans at the polls.

路易斯安那限制药物，可能削弱共和党中期选举优势。

Trump’s Approval Sinks Amid Unpopular War, Darkening G.O.P. Prospects

With the midterms nearing, President Trump’s approval rating has hit a second-term low as voters question his handling of the economy, according to the latest New York Times/Siena poll.

Trump Says He Authorized New Strikes on Iran, but Has Decided to Hold Off

President Trump has repeatedly threatened new military action against Iran, only to pull back from resuming major fighting in a deeply unpopular, expensive conflict.

川普称授权对伊发动新打击，但暂停对伊军事行动。

Married at First Sight UK brides tell BBC they were raped by on-screen husbands

Channel 4 was aware of one of the rape claims before broadcast, but the woman involved still featured in the show.

《結婚 relocated》新 bride 揭露丈夫强奸，Channel 4提前知悉却仍让其参演。

Burnham pledges not to 're-run' Brexit arguments

The potential leadership challenger says he is not proposing the UK considers rejoining the EU.

布赖顿承诺不再重提“重启”欧盟再入争论。

New High Street crime unit to target gangs fronting shops after BBC investigation

It follows BBC News exposing drug gangs, money laundering, immigration crime, and ghost directors linked to shop fronts.

BBC调查后，新成立的高街犯罪专班将打击利用店铺前端的黑帮、洗钱等违法行为。

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

福克斯新闻承认其关于投票系统的说法是错误的。

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

Dominion对包括Rudy Giuliani和Sidney Powell在内的选举否认者仍在继续提起诉讼。

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

Alignment pretraining: AI discourse creates self-fulfilling (mis)alignment

Article URL: https://arxiv.org/abs/2601.10160

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

How to Start an AI Business as a Teenager in 2026 [video]

Article URL: https://www.youtube.com/watch?v=X_lxuGsFu4M

Comments URL: http

Return on Intelligence: The Preface to an Eight-Part Series on the AI Bubble

Article URL: https://rebecca-powell.com/posts/return-on-intelligence-the-preface/

Comments URL: AI投资泡沫加速形成，ROI前景堪忧。

AlphaEvolve: How our Gemini-powered coding agent is scaling impact across fields

Explore how AlphaEvolve's Gemini-powered algorithms are driving impact across business, infrastructure, and science.

AlphaEvolve利用Gemini算法，已在商业、基础设施、科学等多领域放大影响。

Enabling a new model for healthcare with AI co-clinician

Researching the path to AI-augmented care and development of an AI co-clinician.

AI共临床员推动医疗创新模式研发。

Announcing our partnership with the Republic of Korea

Google DeepMind and Korea partner to accelerate scientific breakthroughs using frontier AI models

谷歌DeepMind与韩国携手，用前沿AI模型加速科学突破。

DeepSlide: From Artifacts to Presentation Delivery

arXiv:2605.15202v1 Announce Type: new Abstract: Presentations are a primary medium for scholarly communication, yet most AI slide generators optimize the artifact (a visually plausible deck) while un

DeepSlide 关联演讲流程，提升幻灯片呈现效果。

SDOF: Taming the Alignment Tax in Multi-Agent Orchestration with State-Constrained Dispatch

arXiv:2605.15204v1 Announce Type: new Abstract: Multi-agent orchestration frameworks such as LangChain, LangGraph, and CrewAI route tasks through graph-based pipelines but do not enforce the stage co

SDOF通过约束状态调度，缓解多个体对齐效率损失。

Does Theory of Mind Improvement Really Benefit Human-AI Interactions? Empirical Findings from Interactive Evaluations

arXiv:2605.15205v1 Announce Type: new Abstract: Improving the Theory of Mind (ToM) capability of Large Language Models (LLMs) is crucial for effective social interactions between these AI models and

现有ToM评估仅限故事阅读，未覆盖真实人机互动场景，无法准确反映能力提升对实际交互的实际效益。

AgentStop: Terminating Local AI Agents Early to Save Energy in Consumer Devices

arXiv:2605.15206v1 Announce Type: new Abstract: Autonomous agents powered by large language models (LLMs) are increasingly used to automate complex, multi-step tasks such as coding or web-based quest

通过提前终止本地AI代理降低能耗，提升消费设备能效。

TeamTR: Trust-Region Fine-Tuning for Multi-Agent LLM Coordination

arXiv:2605.15207v1 Announce Type: new Abstract: Multi-agent LLM systems have shown promise for complex reasoning, yet recent evaluations reveal they often underperform single-model baselines. We iden

基于团队微调时出现的结构性失效，提出Trust-Region Fine‑Tuning提升多智能体LLM协作表现。

Quantization Undoes Alignment: Bias Emergence in Compressed LLMs Across Models and Precision Levels

arXiv:2605.15208v1 Announce Type: new Abstract: Large Language Models are routinely compressed via post-training quantization to reduce inference costs and memory footprint for cloud and edge deploym

量化削弱对齐，导致压缩LLM在不同模型与精度下出现偏差。

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.

数据中心需求推动天然气电厂建设成本几近翻倍，工期拖延约23%。

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.

Converge Bio获2500万美元A轮融资，Bessemer领投，Meta等高管支持。

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本周通过三项美国太阳能协议，采购1吉瓦清洁能源，为数据中心供电并实现碳中和。

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These 11 Automatic Cat Feeders Were the Best We Tested in 2026

We tested some of the most popular automatic dry- and wet-food pet feeders to see which ones are worth the money.

测试多款自动猫粮喂食器，推荐最佳款式。

Elon Musk Loses Landmark Lawsuit Against OpenAI

The nine-member panel took only two hours to return a verdict in favor of OpenAI on Monday, which the judge quickly adopted as her own final decision.

马斯克败诉，法庭仅耗两小时裁决支持OpenAI，法官迅速采纳。

Leica Cine Play 1 Review: Pricey but Worth Every Penny

Leica’s first home entertainment projector is pricey, but like the company’s cameras, the image quality is worth the splurge.

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

打破虚拟与现实的边界，这 6 款网页解谜游戏值得一试

只需要一个浏览器就能玩，很适合上班时间摸鱼🌝查看全文

四天三夜，用小长假的时间体验青海湖小环线

作为 2025 年的年度旅行，本次 4 天的青海湖小环线我甚是满意。查看全文

科技爱好者周刊（第 396 期）：互联网通信的替代方案

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 395 期）：软件开发的第三种方式

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 394 期）：第二次 API 开放浪潮

这里记录每周值得分享的科技内容，周五发布。（[通知] 下周五一假期，周刊休息。）

本杂志开源，欢迎投稿。另有

📰 V2EX

Musk slams Altman trial verdict as a 'technicality,' vows to appeal

A jury in Oakland, California, ruled against Elon Musk in his dramatic court battle with Sam Altman and OpenAI.

马斯克称阿尔特曼案判决为技术性，誓言上诉，法庭裁定其败给阿尔特曼。

Trump pivots to midterms, affordability after China summit as Iran war persists

Trump, at a White House event Monday, is expected to announce an expansion of the number of discounted prescription drugs offered through TrumpRX.

特朗普将在白宫宣布，扩大药价折扣，聚焦中期选举与可负担性。

Trump says he's postponing 'scheduled attack of Iran tomorrow' at Middle East leaders' request

The U.S. and Iran are in a stalemate centered on the Strait of Hormuz, the global oil pathway whose closure due to the war has caused an energy supply shock.

美国称因中东领导人请求，推迟对伊朗的计划攻击，巴以冲突导致霍尔木兹海峡局势对峙。

The AI Buildout Is Causing Record Bond Issuances, Including In Canada

AI建设驱动企业创纪录债券发行，加拿大市场表现突出。

PAR Technology Corporation (PAR) Presents at J.P. Morgan 54th Annual Global Technology, Media and Communications Conference Transcript

PAR公司在J.P.摩根第54届全球科技、媒体与通讯会议上发表演讲。

SpaceX: Pre-SpaceX-IPO Exposure Ideas, Particularly RONB

SpaceXIPO前的投资新思路，重点关注RONB。

Where expat escapees from Dubai end up

Will they ever return?

迪拜外逃的移民去向与回归前景。

How much is Donald Trump costing America’s economy? 

We calculate the drag on growth from fitful presidential policymaking

How to share the AI windfall

Are taxes enough?

AI收益是否该靠税收公平分配，而非靠自愿共享。

A flying taxi company faces its first big test in New York after a commuter train strike leaves people stranded

Flying taxi companies have tried to persuade people to try a vertical commute. Now, with a railroad strike in New York, they've got an opening.

因火车罢工，飞行出租车迎首次大考。

Meta is rolling out its mega-layoffs around the clock

Meta is slated to cut 10% of its staff this week. On Monday, its HR chief Janelle Gale gave staff a better idea of what to expect.

Meta本周削减约10%员工，HR主管Janelle Gale已向员工说明裁员细节。

Green Pet Shop Cool Pet Pad review: My dog's favorite way to beat summer heat

You can keep your dog cool this summer with the Green Pet Shop Cool Pet Pad, an affordable option that delivers instant relief during hot, humid weather.

Green Pet Shop的制冷垫价廉物美，帮助犬只在炎热潮湿天气中快速降温。

Federal Reserve Board names Jerome H. Powell as chair pro tempore; Powell will serve as chair pro tempore until Kevin M. Warsh is sworn in as the new chair

Federal Reserve Board names Jerome H. Powell as chair pro tempore; Powell will serve as chair pro tempore until Kevin M. Warsh is sworn in as the new chair

美联储临时任命鲍威尔为主席，直至瓦什正式就任新主席。

Federal Reserve Board announces approval of application by the Stephen M. Calk 2025 Trust

Federal Reserve Board announces approval of application by the Stephen M. Calk 2025 Trust

联邦储备委员会批准了Stephen M. Calk 2025 Trust的申请。（24字）

Federal Reserve Board announces it does not object to the conversion of United Texas Bank, of Dallas, Texas, from a bank supervised by the Federal Reserve to a national bank supervised by the Office of the Comptroller of the Currency

Federal Reserve Board announces it does not object to the conversion of United Texas Bank, of Dallas, Texas, from a bank supervised by the Federal Reserve to a national bank supervised by the Office o

美联储不反对达拉斯联邦储蓄银行转为国家银行，监管由OCC负责。

时序存储：影响成本与性能的设计选择

Golden Question 征集令｜把你的 AI 落地之问带去 Snowflake Summit 26

提交你的问题，我们替你去问！

Cangjie：一门新的开源编译型语言，原生支持效应处理器和代数数据类型

氪星晚报 ｜百度：一季度营收321亿元，AI业务收入136亿元；马斯克预计今年美国将广泛使用自动驾驶汽车；巨力索具旗下十余家企业已注销

大公司：

索辰科技：物理AI业务目前尚处于布局初期

36氪获悉，索辰科技公告，公司股票于2026年5月14日至5月18日连续三个交易日内收盘价格涨幅偏离值累计达到30%，属于股票交易异常波动情形。公司近期实施的募投项目“物理合成数据核心技术基座构建与多领域场景示范应用项目”尚处于筹备阶段，若出现募集资金投

番茄小说正推动 AI 动漫上院线，开放头部IP改编权限｜36氪独家

作者｜兰杰 李晓霞

编辑｜乔芊

36氪独家获悉，据多位接近字节跳动人士消息，字节旗下的番茄小说正在推动AI动漫上院线。在这一过程中，会开放番茄小说平台头部IP的改编权限。

之于番茄小说，如何更好地挖掘平台上好IP的潜力和商业价值，是一个亟待解决的难题。

一方面，以文字形式为载体的IP内容，缺乏统一的视觉形象

科氪 | 性能极限与跨界尝试：红魔11S Pro系列深度体验

在智能手机行业普遍面临镜头模组日益凸出、机身内部堆叠空间受限的背景下，电竞旗舰由于其对散热和功耗的极端要求，往往表现出更为激进的工业设计。作为新一代的性能导向型产品，红魔11S Pro系列通过软硬件的垂直堆叠，试图在移动终端上探索更进一步的性能上限。以下我们将从设计、理论性能释放、以及实际软硬件体验三个维度，对其进行深度拆解。

📰 钛媒体

Import AI 457: AI stuxnet; cursed Muon optimizer; and positive alignment

Welcome to Import AI, a newsletter about AI research.

AI驱动网络威胁升级（Stuxnet式），Muon优化器问题，AI对齐进展积极。

Import AI 456: RSI and economic growth; radical optionality for AI regulation; and a neural computer

What laws does superintelligence demand?

超级智能要求法律规范，呼吁制定新法应对其挑战。

Import AI 455: AI systems are about to start building themselves.

The first step towards recursive self improvement

AI将开启递归自我改进首步：自主构建新系统。 （字数：14字）

AI Weekly Issue #492: AI slop : A $725B bet on what no one wanted

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

巨额AI基建投入，却被用户拒绝，连维基百科均禁AI内容。

AI Weekly Issue #491: 100 years from now : The Last Election

This is 100 Years From Now. Once a week we skip a century and try to picture what life actually looks like when the stuff we're building now has had time to settle in. This week: the last vote.

百年后，最后一次选举成为现实。

AI Weekly Issue #490: Anthropic just had AI's biggest week of 2026

In five days Anthropic's Q1 revenue grew 80-fold to a reported $44B annual run rate, the company committed $200B to Google Cloud, signed a SpaceX compute deal, shipped Claude Code Auto Mode, and launc

AnthropicQ1收入80倍至$44B，SpaceX算力协议，EUAIAct出炉。

SandboxAQ brings its drug discovery models to Claude — no PhD in computing required

Other venture-backed companies like Chai Discovery and Isomorphic Labs have raced to build better models. SandboxAQ is betting that the bigger obstacle is access, and that Claude solves it.

Anthropic has acquired the dev tools startup used by OpenAI, Google, and Cloudflare

Stainless, a New York-based startup, founded in 2022, rose to prominence in the emerging AI industry for automating the creation and maintenance of software development kits, or SDKs — the libraries d

Elon Musk has lost his lawsuit against Sam Altman and OpenAI

Elon Musk's claim that he was mistreated by his OpenAI co-founders failed after nine California jurors decided in a unanimous verdict that his lawsuits had been filed too late.

特斯拉CEO马斯克因对OpenAI的指控在加州陪审团全票裁定其诉讼时效已过而被驳回。

AlphaEvolve: How our Gemini-powered coding agent is scaling impact across fields

Explore how AlphaEvolve's Gemini-powered algorithms are driving impact across business, infrastructure, and science.

AlphaEvolve利用Gemini算法，已在商业、基础设施、科学等多领域放大影响。

Enabling a new model for healthcare with AI co-clinician

Researching the path to AI-augmented care and development of an AI co-clinician.

AI共临床员推动医疗创新模式研发。

Announcing our partnership with the Republic of Korea

Google DeepMind and Korea partner to accelerate scientific breakthroughs using frontier AI models

谷歌DeepMind与韩国携手，用前沿AI模型加速科学突破。