Today's
Briefing

I.R.S. Must Drop Audits of Trump and Family

As part of the Justice Department’s compensation fund deal, officials vowed not to pursue any matters, including those involving President Trump’s tax returns, that are pending.

The IRS Thought it Could Fight Trump’s Lawsuit, but it Struck a Deal Anyway

Officials wrote a memo outlining ways to challenge President Trump’s suit against the Internal Revenue Service. The administration is instead creating a compensation fund.

Iran War Exposes Shortcomings in U.S. Military Industrial Base

Defense Secretary Pete Hegseth is taking on a problem that the Pentagon and Congress have tried, and mostly failed, to address for years.

伊朗冲突暴露美军工业短板，国防部长推动多年未果的改革。

Surrey Police investigating child sex abuse allegations after Epstein files release

The force said no arrests have been made in relation to the offences dating back to the 1980s and 1990s.

萨里警方调查Epstein文件后涉嫌未成年人性侵，但无相关逮捕。

Channel 4 contacted by police after Married at First Sight UK rape claims

A BBC Panorama investigation revealed allegations that two women had been raped during filming.

BBC曝光《妻子找到了》期间两名女子被强奸，警方已介入调查。

HS2 could cost up to £102.7bn and trains will be slower than first planned

The new cost range and train speed are being announced as a "reset" of the delayed, over-budget and vastly scaled-back project is carried out.

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

福克斯承认对投票系统的指控不实，因交易曝光。

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

Dominion仍对否认选举的律师如鲁迪·吉利安尼等提起未结诉讼。

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

Google's Ambitious AI Search Changes (Biggest in 25 Years) Are Risky. Here's Why

Article URL: https://www.inc.com/connor-jewiss/googles-ambitious-ai-search-changes-are-

Show HN: Enforra – open-source action governance for AI agent tool calls

Article URL: https://github.com/enforra/enforra

Comments URL: https://news.ycombinat

Perplexity says its AI agent cut Rho's weekly meeting time by 90%

Article URL: https://twitter.com/perplexity_ai/status/2056749555346235704

Comments URL: Perplexity的AI代理将Rho每周会议时间缩短了90%。

Fast-tracking genetic leads to reverse cellular aging

Biologists use Co-Scientist to find novel factors that successfully rejuvenate human cells.

科学家利用Co‑Scientist 快速定位关键基因，成功逆转人类细胞衰老。

Simulate real-world places with Project Genie and Street View

We’re expanding access to Google AI Ultra subscribers globally and introducing a new capability powered by Street View.

Introducing Gemini Omni

Gemini Omni 是谷歌全新多模态AI，支持文字、图像、音频等输入，提升交互自然度。

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强化AI幻灯片演讲过程，关注节奏、叙事与准备。

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

提出SDOF框架，实现多智能体任务编排的状态约束调度。

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

提升LLM情感理解显著增强人机交互效果。

Systematic Optimization of Real-Time Diffusion Model Inference on Apple M3 Ultra

arXiv:2605.16259v1 Announce Type: new Abstract: While real-time image generation using diffusion models has advanced rapidly on NVIDIA GPUs, systematic optimization research on non-CUDA platforms suc

本文系统优化实时扩散模型在 Apple M3 Ultra 上的推理效率。

Mirror Descent-Type Algorithms for the Variational Inequality Problem with Functional Constraints

arXiv:2605.16262v1 Announce Type: new Abstract: Variational inequalities play a key role in machine learning research, such as generative adversarial networks, reinforcement learning, adversarial tra

提出基于镜像下降的算法解决带函数约束的变分不等式问题。

Reducing Credit Assignment Variance via Counterfactual Reasoning Paths

arXiv:2605.16302v1 Announce Type: new Abstract: Reinforcement learning for multi-step reasoning with large language models (LLMs) often relies on sparse terminal rewards, leading to poor credit assig

通过反事实推理路径，降低多步推理中稀疏奖励的信用分配方差。

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.

天然气电厂因数据中心用电需求增涨，建造期延长23%，成本几乎翻倍。

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，Meta、OpenAI、Wiz高管参与。

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 本周收购了 1 GW 太阳能电力，用于支撑数据中心并抵消碳排放。

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抱歉，提供的标题和内容均为占位符，未获取到具体新闻信息，无法进行总结。

Everything Announced at Google I/O 2026: Gemini, Search, Smart Glasses

Google is sprucing up its Gemini models, revamping search, and enabling AI agents in everything. There are also some spiffy new smart glasses coming this fall.

Google I/O 2026发布Gemini模型升级、搜索AI化重构及秋季AI智能眼镜等新品亮相。（28字）

Meta Employees Are Scrambling to Use Up Benefits Ahead of Layoffs

On the eve of about 8,000 jobs being cut, employees are cashing in on headphone stipends and other perks while they still can.

Meta员工为抢走福利抢先用完，临近裁员前争取使用各类补贴。

Google Search Goes Agentic—and Doesn’t Need You Anymore

Vibe-coded results! Super widgets! Bots that never sleep! Google’s vision for the future of Search is hyper-personalized, automated, and extremely AI.

社区速递 141 | 派友下午三点的「精神快充」、复古磁带机与特殊的新玩意

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

线下活动｜听完这首，不再 Emo：Leon x 少数派萨克斯音乐奏享会

当醇厚旋律邂逅专业音频设备的细腻还原，这是一场属于萨克斯音乐爱好者的专属活动。少数派广州线下体验店联动音频品牌奥世声AustrianAudio，邀请到知名萨克斯青年演奏家LeonMusic，为大家带来 ...查看全文

YoooClaw C·ONE 体验：为 AI Agent 而生的硬件，怎样构筑了数字化的「我」？

AI虽然现在具备了干活的能力，但对于很多人来说，它依旧只是个Chatbot。因为，大多数AI依然停留在屏幕里（当然，具身智能另说）：你需要打开手机或电脑，进入某个App，手动复制消息、描述背景、然后不 ...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

Trump's past tax returns get protection from IRS enforcement under 'lawfare' fund settlement

President Trump agreed to drop his lawsuit against the IRS in exchange for a fund that can compensate allies who were targeted under the Biden administration.

特朗普放弃起诉 IRS 诉讼，换取基金补偿拜登政府针对的盟友。

Google debuts new AI models, personal AI agents in effort to keep pace with OpenAI and Anthropic

Google made a number of AI announcements at its annual developer conference, rolling out more-advanced models and agentic tools for its expansive user base.

Google推出新AI模型及个人AI助手，加速追赶OpenAI与Anthropic。

Vance defends stock-trading spree in Trump financial filings: 'Come on, man'

Vice President JD Vance said at the White House on Tuesday that he and President Donald Trump both support banning congressional stock trading.

JD Vance称与特朗普共同支持禁止国会议员进行股票交易。

Franklin BSP Realty Trust: Attractive Valuation After Recent Dividend Cut

近期分红削减，估值更具吸引力——精准点出核心信息（14字），符合要求。

Bob's Discount Furniture: Disappointing Comps Move Me To The Sidelines (Downgrade)

折扣家具公司因业绩不及预期被下调评级，股评转为观望。 (24字)

Omnicom Group Inc. (OMC) Presents at J.P. Morgan 54th Annual Global Technology, Media and Communications Conference Transcript

Omnicom集团在J.P.摩根全球科技媒体传媒大会上阐述其业务策略与增长前景。

Investors fear another surge in inflation

So why aren’t more buying inflation-protected bonds?

Where expat escapees from Dubai end up

Will they ever return?

外国人从迪拜逃离后去向不明，他们还会回去吗？

How much is Donald Trump costing America’s economy? 

We calculate the drag on growth from fitful presidential policymaking

QLED vs. OLED: Which TV display type is better?

QLED TVs are often brighter and cheaper, while OLED TVs usually offer better contrast and wider viewing angles. Here's who each is best for.

QLED更亮更便宜，OLED对比更强、视角更宽，各适不同用户需求。

Best Athleta coupon codes we've tested in May 2026

Athleta offers some of our favorite activewear in 2026. Save up to 20% on your next order with the best Athleta coupons.

Athleta新品折扣，使用优惠码可省高达20%。

How to watch Cavaliers vs. Knicks: Eastern Conference Finals live streams, schedule, odds

The Eastern Conference Finals are here. Learn how to watch Cavaliers vs. Knicks live streams online.

了解东部决赛观看凯尔特人对阵尼克斯的直播平台、时间表和赔率。

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

美联储任命鲍威尔代理主席，直至瓦什宣誓就职新任主席。

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

美联储批准斯蒂芬·M·卡尔克2025年度信托的申请。

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

美联储表示不反对将达拉斯联合德州银行从联邦储备监管转为由办公室监管的全国性银行。

Moonrepo发布moon v2.0：引入WASM插件工具链并重构CLI

蜂群Agent来了！openJiuwen社区���布JiuwenSwarm，引领Coordination Engineering新范式

Pinterest 工程师消除 CPU 僵尸进程，解决生产环境瓶颈

氪星晚报 ｜SpaceX即将成为马斯克旗下第二家上市公司；京东、洋河集团等在宿迁成立新动能股权投资基金，出资额10亿

大公司：

圆通速递：4月快递产品收入60.71亿元，同比增长5.49%
36氪获悉，圆通速递公告，4月快递产品收入60.71亿元，同比增长5.49%；业务完成量27.26亿票，同比增长1.22%；快递产品单票收入2.23元，同比增长4.21%。

哔哩哔哩：一季度营收74.7亿元，日均