Today's
Briefing

China, Russia and Others Seek to Inflame Debate Over A.I. Data Centers

State actors in China, Russia and Iran have sought to exploit the U.S. public debate over the effects of the technology.

中国、俄罗斯及伊朗等国家试图利用美国关于AI数据中心的公众争论。

A $3.2 Trillion Deal-Making Frenzy Is Spurred by the A.I. Economy

This year’s boom includes the most spent on global deal-making in a six-month period in a decade. But questions persist about whether it can continue.

Erika Kirk Requests All Evidence in Husband’s Killing to Be Shown Publicly

A lawyer for Charlie Kirk’s family said disclosure would help quell conspiracy theories, but the judge ruled that not all evidence would be shown in the courtroom or on a livestream.

Burnham set to be next PM as 322 Labour MPs back him in first nomination tally

The former mayor of Greater Manchester is unopposed in the race to replace Sir Keir Starmer.

布顿尼无对手，322名工党议员支持，或将成下届首相。

Heat health alerts extended as record for most 34C days in a year broken

Almost all of England is under amber alerts for likely disruption to health services and travel.

全国约90%地区发布橙色健康警报，创下今年最多34℃的高温纪录。

Tehran launches more strikes after explosions reported in southern Iran

Centcom says it hit 90 Iranian targets in the latest round of strikes, with the Iranian health ministry saying 14 people were killed since Tuesday.

德黑兰在南部爆炸后加大打击，美总司令称摧毁90个伊朗目标，死亡人数已致14人死亡。

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

福克斯承认电视言论不实，并在交易后道歉。

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

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 DeepMind and A24 announce first-of-its-kind research partnership

首个AI影视研究合作

Start building with Nano Banana 2 Lite and Gemini Omni Flash

立即使用Nano Banana 2 Lite与Gemini Omni Flash开启项目建设。

Introducing computer use in Gemini 3.5 Flash

Gemini 3.5 Flash 更新支持计算机使用功能。

AgentLens: Production-Assessed Trajectory Reviews for Coding Agent Evaluation

arXiv:2607.06624v1 Announce Type: new Abstract: We present AgentLens, a production-assessed benchmark for interactive code agents. Most code-agent benchmarks reduce a run to a single bit -- did the t

AgentLens 通过生产评估的轨迹审查，对编程代理进行更细致的评估。

When Does In-Context Search Help? A Sampling-Complexity Theory of Reflection-Driven Reasoning

arXiv:2607.06720v1 Announce Type: new Abstract: Training large language models (LLMs) with extended reasoning has enabled in-context search, in which models iteratively generate, critique, and revise

实验证明基于反思的上下文搜索可显著提升大语言模型的推理效率。

LLM-powered reasoning in agent-based modeling

arXiv:2607.06757v1 Announce Type: new Abstract: Agent-based modeling (ABM) has the capability to model millions of individuals and their interactions, which is useful for policy making. However, ABMs

LLM为Agent提供实时动态推理，显著提升ABM的适应性和响应速度。

TriRoute: Unified Learned Routing for Joint Adaptive Attention, Experts, and KV-Cache Allocation

arXiv:2607.06601v1 Announce Type: new Abstract: Conditional computation can decouple language model quality from per-token inference cost, yet leading techniques act on a single axis in isolation: Mi

TriRoute实现统一路由，同时优化注意力、专家和KV缓存的自适应分配。

A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It

arXiv:2607.06605v1 Announce Type: new Abstract: Conformal prediction is being adopted in drug discovery to put an honest number on model reliability: pick an error rate alpha, and the method returns

共轭预测在药物筛选中对少数类失效，提出条件修正后实现可靠保证。

NEST: Tackling Dataset-Level Distribution Shifts via Regime-Oriented Mixture-of-Experts

arXiv:2607.06607v1 Announce Type: new Abstract: Accurate long-term forecasting in complex systems is frequently compromised by dataset-level distribution shifts, where diverse underlying behavioral m

NEST利用专家混合模型捕捉数据分布漂移，提升长期多变量时间序列预测。

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.

数据中心需求推高燃气电厂成本，成本几近翻倍，建设周期延长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.

ConvergeBio获Bessemer领投2500万融资，Meta、OpenAI、Wiz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本周签署三笔美国太阳能发电购买协议，为数据中心供电并抵消碳排放。

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Maine’s Senate Race Implodes, Meta’s Threads Rivals Musk’s X, and the Trump Phone Arrives

Today on Uncanny Valley, we unpack the political debacle unfolding in Maine surrounding the campaign of Democratic candidate Graham Platner.

Come to WIRED@NIGHT02 Film Screening!

See the documentary ‘The Oldest Person in the World’ before it's in theaters.

Anthropic Wants You to Pay Up for Claude Fable 5

Claude subscribers must soon pay usage-based fees to access Anthropic’s best consumer AI model—a sign that the golden era of AI subscriptions is ending.

TDS REVIEW | 小米耳夹式耳机体验

这篇文章是TDSStudio在少数派上的第25篇文章，依然是全平台首发。小米也做了耳夹，其实是一件可以预料的事情，毕竟作为国内手机品牌中目前唯三愿意尝试挂耳式OWS形态的之一，他们显然是倾向于铺好全品 ...查看全文

iOS 27 Beta 2 & 3 值得关注的新特性

近段时间，Apple陆续推出了iOS27的两个DeveloperBeta测试版本，对第一个版本中的一些新功能进行了优化改进，同时也新增了一些系统特性。接下来，就让我们一起来看看吧。编注：AppleIn ...查看全文

角落新声｜在陌生的城市里，寻找属于自己的角落

角落的意义或许在于与世界保持恰当的距离，允许生活在身边流淌，也允许自己在这些声音之中，重新听见自己的声音。查看全文

科技爱好者周刊（第 402 期）：我在智念 AI 的日子（小说）

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

Dario Amodei：AI 开源是伪命题

下面是 Anthropic 公司创始人 Dario Amodei 的言论。

大家看看，是否认同他的说法，还是觉得这是混淆视听，胡说八道。

科技爱好者周刊（第 401 期）：如何赚到10亿美元

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

📰 V2EX

Inside NATO's extraordinary 48 hours that revealed Trump's grip on global diplomacy

Steve Sedgwick goes behind the scenes of NATO's dramatic 48 hours, where Trump's changing tone reshaped diplomacy and left allies guessing.

48小时内，特朗普语气转变重新塑造北约外交，盟友摸不着头脑。

Kevin Warsh names members of his Federal Reserve task forces, including Marc Andreessen, Doug McMillon

Federal Reserve Chairman Kevin Warsh on Thursday released names of the experts who will comprise five task forces to examine the institution's operations.

Warsh公布五组工作组成员，包括知名人士。

A huge trade just happened on the Nasdaq 100. Bulls are taking notice

Tech bulls may not have to wait much longer for fresh highs, if the single-biggest trade in the Invesco QQQ Trust ETF on Thursday is any indication.

巨大的纳斯达克100交易显示牛市或将再创新高。

IVVW: Growth Potential Is Severely Capped

IVVW的增长潜力已显著受限。

Array Technologies: The Price Is Lagging Solar Peers By Design

Array科技股价刻意表现不佳，远落同业。

Sabra Health Care: Pivoting To Win From An Unstoppable Demographic Tailwind

Sabra顺势而为，凭借老龄化趋势实现跨越式增长。

China may struggle to fund Xi Jinping’s tech dreams

Even though capital markets are staging a comeback

An ageing society might not cost too much

A dystopian vision of the future may not come to pass

老龄化社会未必造成巨额成本，反讽的未来不一定会实现。

Three ways the LNG market could crack before winter

War, weather and outages may still send gas prices soaring

战事、极端天气或停供将导致LNG价格飙升。

The best Sky TV deals and plans in 2026

The best Sky TV deals and plans can score you your favorite channels and streaming services in one package.

2026年Sky TV最佳套餐，一站式满足频道与流媒体需求。

Where to buy Spain vs. Belgium World Cup tickets at SoFi Stadium in LA

Spain and Belgium will play the World Cup quarterfinals at SoFi Stadium in Inglewood. Here's how to catch the match live in LA.

已公布购买西班牙对阵比利时世界杯门票的渠道。

Where to watch Wimbledon: Free live streams, odds, schedule

The third tennis Grand Slam of the year is underway. Learn where to watch Wimbledon online from anywhere.

提供在线免费观看温布尔登的直播入口、赛程与赔率信息。

Federal Reserve announces the leadership and objectives of its task forces to advance the conduct of monetary policy

Federal Reserve announces the leadership and objectives of its task forces to advance the conduct of monetary policy

美联储公布任务组领导与目标，推动货币政策实施。

Federal Reserve Board issues enforcement action with TS Banking Group, Inc. and TS Contrarian Bancshares, Inc.

Federal Reserve Board issues enforcement action with TS Banking Group, Inc. and TS Contrarian Bancshares, Inc.

美联储对TS Banking Group及其关联公司实施限制性监管措施。

Minutes of the Federal Open Market Committee, June 16-17, 2026

Minutes of the Federal Open Market Committee, June 16-17, 2026

美联储会议纪要显示：维持利率不变，关注通胀与就业前景。

Agent 进化论：从对话到协作

AI Infra 拼什么？

百万上下文下的 DeepSeek V4：SGLang 推理优化实战｜AICon深圳

万勋科技发布“柔韧充”自动充电通用服务引擎，以“0.000s无极容差应变”首创混沌服务、全类通解！

7月9日，万勋科技于北京举办自动充电机器人业务战略发布会，重磅推出行业首个以 “混沌服务” 模式全面覆盖公用、专用、家用所有应用类别的 “柔韧充” 自动充电通用服务引擎及其核心产品。其独一无二的 “0.000s 无极容差应变” 技术特性，在同期发布的三大类别 “全球首例” 应用成果中得到充分展现，正式为行业带来彻底击穿自动充电各场景规模商用核心困局的通用解法。

2026年度「中国股权投资行业投资机构」系列名册正式发布

Alpha will be made, not found。

麦肯锡在2026年初发布的全球私募市场报告中给出了一个精准的判断。Alpha（超额收益）不再是找到的，而是做出来的。持续走低的利率、不断膨胀的估值倍数、唾手可得的廉价融资，这些放大利润的旧杠杆们，在过去十年间逐一消失。以至于，全球封闭式PE募资在2025年同比下滑17%，亚太地区的跌幅接近一半。

2026·Under36丨绕过旧答案的一代人

为什么颠覆性的突破总是由年轻人完成？

因为他们还没有被旧范式驯服。

📰 钛媒体

Import AI 464: Fable writes GPU kernels; AI automation; and analog computation

Is this the beginning of a new world?

AI自动化、模拟计算助力GPU内核快速编写。

Import AI 463: Self-improving robots; a 10k Chinese GPU cluster; and an elegiac essay for the human era

What eras bookend our interregnum?

自改进机器人、10k中文GPU集群与哀悼人类时代文章划分科技与人文历史分期。

Import AI 462: Superpersuasion; self-sustaining AI; paths to ASI

How religious are beliefs in the singularity?

人工智能的超服从、自支撑及ASI之路，映射奇点信仰的宗教性。

AI Weekly Issue #512: Robotics Is Moving Fast: IPOs, New Models, and Smarter Robots

Three humanoid companies moved toward the public markets in a single week. Agility filed to go public via SPAC at $2.5 billion, Unitree cleared its Shanghai IPO, and Tesla started turning the line tha

三家机器人公司IPO加速，上海IPO、特斯拉Optimus工厂转型、Mistral机器人大脑发布。

AI Weekly Issue #511: AlphaFold's Nobel Winner Just Joined Anthropic. And 6 More AI Wins.

Look past the data-center megadeals and the bubble headlines, because something quieter happened this week: AI actually delivered. A Nobel laureate joined the AI-for-science push, the open-model front

AlphaFold获奖者加入Anthropic，开源模型更便宜，AI导师实验首次超越人类。

AI Weekly Issue #510: Altman Offered Washington 5% of OpenAI. And 5% of Everybody Else.

Sam Altman spent a year pitching the White House on taking a piece of OpenAI. The offer is now on the table, and it volunteers his rivals too. Add Fable 5's return, paid for in oversight concessions,

Elon Musk praises Mythos/Fable, promises not to ‘cut off’ Anthropic

Should Anthropic trust Elon Musk to host its models? With about $40 billion in revenue at stake, Musk insists that the company can.

Can AI answer the $3 trillion question?

The AI ROI debate has returned and the numbers are even bigger, as are, perhaps, the consequences.

AI ROI争议再燃，数字更大，后果更重。

Meta enters the crowded AI coding battle with Muse Spark 1.1

Meta's pitch to users is Spark's ability to handle large agentic workloads, fix bugs, and help with large code migrations — the kind of automation that enterprises are increasingly turning to AI compa

Google DeepMind and A24 announce first-of-its-kind research partnership

首个AI影视研究合作

Start building with Nano Banana 2 Lite and Gemini Omni Flash

立即使用Nano Banana 2 Lite与Gemini Omni Flash开启项目建设。

Introducing computer use in Gemini 3.5 Flash

Gemini 3.5 Flash 更新支持计算机使用功能。