Today's
Briefing

ICE Killing in Houston Puts Focus on Surge in Immigration Arrests

The shooting death of Lorenzo Salgado Araujo occurred as immigration enforcement has ramped up across the country, with thousands being arrested daily.

休斯敦ICE射杀事件凸显移民拘捕激增，日均数千人被扣。

Witnesses of ICE Killing in Houston Dispute the Official Account

The agency said a Mexican immigrant driving a van tried to ram agents before they shot him dead. A lawyer for three passengers said that was untrue.

官方称墨西哥移民驾van冲撞后被枪击，律师称官方说法不实。

ICE Deports Immigrant Who Was Pardoned for Sex Abuse Conviction

Minnesota state officials had granted a pardon to Tou Lue Vang, a Hmong man, drawing criticism that Democratic leaders were thwarting efforts to expel criminals.

ICE驱逐被特赦的性侵犯移民，批评民主党试图阻挡。

Man arrested on suspicion of murder after death of Ann Widdecombe

There was initially no suggestion of suspicious circumstances when her death was announced on Friday morning.

惠德科姆死因不明，警方逮捕嫌疑人，初查无可疑。

Pugnacious, charismatic and she always answered the question - Chris Mason on Widdecombe

Plenty in Westminster who knew her, whether they agreed with her or not, found her immensely likeable.

众人不论赞同与否，皆认为她性格鲜明、魅力十足，深受喜爱。

Triple murder suspect arrested in South Africa

Prosecutors in the UK authorise charges against Ndodana Mkhanyisi Tshuma.

英国检方对南非涉嫌三起谋杀的嫌疑人提出指控。

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

Fox承认其Dominion报道含不实，因新协议后作出回应。

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

其仍涉未结案件指向选举否认者。

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

请提供新闻正文内容，才能为您进行简短的 50 字以内的概括。

Start building with Nano Banana 2 Lite and Gemini Omni Flash

Nano Banana 2 Lite及Gemini Omni Flash技术发布，供开发者使用。

Introducing computer use in Gemini 3.5 Flash

Gemini 3.5 Flash新增计算机使用功能，可直接操作屏幕执行任务。

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 用轨迹评估取代单一通过率，真实反映代码代理表现。

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

研究提出以采样复杂度衡量在上下文搜索中反思驱动推理的何时能提升性能。

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驱动ABM实现实时适应，突破传统静态预设限制百万级个体互动建模。

Towards the Explainability of Temporal Graph Networks via Memory Backtracking and Topological Attribution

arXiv:2607.07716v1 Announce Type: new Abstract: Temporal graphs are ubiquitous in real-world applications and Temporal Graph Networks (TGNs) have achieved superior predictive accuracy. Understanding

本文提出记忆回溯和归因回溯机制，解释时序图预测的历史事件影响。

Who Gets Missed in the Tail? Thresholded Subgroup Underdiagnosis in Long-Tailed Chest X-ray Classification

arXiv:2607.07717v1 Announce Type: new Abstract: In chest X-ray (CXR) classification, acceptable ranking performance can still leave rare-positive patients below threshold, especially within subgroups

长尾胸部X光影像中，稀有阳性患者因阈值问题常被漏诊。

LLT: Local Linear Transformer for PDE Operator Learning

arXiv:2607.07718v1 Announce Type: new Abstract: Neural operators have become a common approach for learning PDE solution maps and accelerating numerical simulations. Transformer-based neural operator

LLT用局部线性机制替代全局注意力，提升PDE算子学习效率。

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.

天然气电厂建设成本两年翻倍，建造时间延长，数据中心需求推动。

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Bessemer领投2500万A轮，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本周签署三项美国光伏协议，为数据中心供能并抵消碳排放。

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Apple Is Suing OpenAI for Allegedly Stealing Hardware Secrets

The iPhone maker claims OpenAI encouraged poached employees to bring over confidential presentations, secret prototypes, and key supplier details.

苹果起诉OpenAI，指控其挑招员工窃取机密硬件设计与供应商信息。

Meet the Battery Startup Taking on China’s Giants

Solid-state batteries are safer and more capable—but harder to mass-produce. They also represent an opportunity for non-Chinese companies to get back in the game.

What Watching a Soccer Final Does to Your Body, According to Science

A recent study tracked hundreds of soccer fans until their favorite team reached the final of a tournament. Their stress levels skyrocketed, and their heart rates jumped too.

看一场足球决赛会使人的压力和心率急剧上升，科学家通过追踪数百名球迷得出此结论。

本周看什么 | 最近值得一看的 8 部作品

📅本周新预告《恐怖游轮》内地定档7月17日7月8日，电影《恐怖游轮》发布了中国内地定档预告，将于7月17日上映。克里斯托弗·史密斯执导、编剧，梅利莎·乔治主演，单亲母亲杰西和一帮朋友乘游艇出海游玩，但 ...查看全文

安达卢西亚的日与夜：格拉纳达漫游指南

有些旅程就是这样，它最终并没有留在成百上千张照片里，而是长久地停留在某种气味与感官的记忆中。查看全文

Vibe Coding 时代，为什么降本不一定增效？

Vibe Coding 虽然可以更快地生成代码，但依然不能替我们定义问题、理解用户、设计架构并承担结果。查看全文

科技爱好者周刊（第 403 期）：为什么 Dropbox 不成功

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 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。

📰 V2EX

SK Hynix rises 13% in Nasdaq debut. Chairman tells CNBC 'demand is enormous'

SK Hynix has soared to a trillion-dollar market cap by serving some of the biggest names in technology, including Nvidia and Apple.

SK海力士在纳斯达克首日涨13%，主席称需求极大，市值突破万亿美元。

Apple sues OpenAI alleging trade secret theft, says scheme was 'at every level'

The two companies entered into a high-profile partnership in 2024 when ChatGPT was integrated into the iPhone's operating system.

Apple指控OpenAI窃取商业机密，称其在2024年将ChatGPT嵌入iPhone系统中。

Trump says he won't sign housing bill, which would become law automatically

Congress passed the housing bill in June with strong bipartisan support amid concerns of rising home prices and institutional investors affecting the market.

特朗普称不签署自动生效的住房法案，两党六月通过该法以应对房价和机构投资者问题。

Dividend Champion, Contender, And Challenger Highlights: Week Of July 12

本周分红冠军、挑战者及追赶者表现亮点概览。

Southern First Bancshares Is Improving, But Not Enough To Turn Bullish Over

Southern First Bancshares 正在好转，但仍非强势。

Danaher Is Getting Better, But The Stock Still Isn't Cheap

尽管业绩提升，达纳赫股仍未显得被低估。

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

老龄化社会的成本并不高，未来的“末日”情景可能不会出现。

Three ways the LNG market could crack before winter

War, weather and outages may still send gas prices soaring

地缘冲突、极端天气、停运——可能推高气价。

Tello Mobile plans, prices, and deals explained

Tello Mobile plans start at just a few dollars per month, and customers can customize talk and data with no contracts or hidden fees.

套餐价低至数美元，可按需定制通话与流量，无合约及隐藏费用。

Where to watch Love Island USA: Season 8 streams, cast, trailer

Love Island USA Season 8 wraps up soon, and we'll show you where to watch the latest episodes.

《爱情岛》美利诺斯第8季即将播出，速看最新动态与观看渠道。

Where to buy France vs. Spain World Cup tickets at Arlington's AT&T Stadium in Texas

France and Spain will face off at the AT&T Stadium in Arlington, Texas. Tickets are still available from verified resellers — secure your seats now.

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袖及目标，推进货币政策执行新举措。

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TS Contrarian Bancshares实施执法行动。

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

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

2026年6月美联储货币政策会议纪要。

AI时代最被低估的创业资本，不是技术，是你的“老本行”

精彩预告：从看见问题到解决问题，Agent 正重新定义可观测？

从零开始预训练，蚂蚁灵波发布具身原生世界动作模型LingBot-VA 2.0

氪星晚报｜德国大众拟大裁员，最高或裁减12万个岗位；高盛称套利交易当前处境为2000年以来最佳；百亿私募数量达142家，再次刷新历史纪录

大公司：

SK海力士赴美上市，华尔街投行合计佣金有望达1.4亿美元

徕芬产线将向珠海集中，剃须刀、牙刷拉动新增长丨最前线

赢官司、融新钱，他想把百万「抗癌针」变平价

文 | 胡香赟

编辑 | 海若镜

36氪获悉，前传奇生物创始人/首席科学家范晓��创办的生物科技公司深圳湾岛细胞，近日完成1.4亿人民币A轮融资，本轮融资由松禾资本领投、东方富海跟投。

过去一年，AI像一束强光照亮着资本市场。光芒之外，很多赛道在阴影中被重新定价，创新药板块正是其中之一。潮水褪去，人群对新药好药的需求仍在，创

腾讯拟20亿接盘Manus，Meta或仍是最大受益者

Meta或许已经从Manus身上拿走了他想要的部分

集成灶四小龙集体“大逃亡”：卖壳、豪赌与保壳 | 行业风向标

地产周期退潮后，集成灶四小龙在业绩寒冬中各谋出路。

安徽首家医药上市公司易主：丰原药业难撑困局，蚌埠国资7亿元接盘

蚌埠前首富套现离场

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

Is this the beginning of a new world?

AI自动化编写GPU核心，结合模拟计算，开启新计算范式。

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

What eras bookend our interregnum?

自适应机器人、万卡中文集群与哀思人类时代。

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

How religious are beliefs in the singularity?

探讨对奇点信仰的宗教色彩与ASI路径。

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

本周三大机器人公司IPO推进，特斯拉改造产线，Mistral发布新型机器人大脑。

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

本周AI实质进展：诺奖得主加入Anthropic，AI导师首次校园胜出。

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,

Altman提议向政府让出5% OpenAI及他人股权，政府随即停止监管前沿AI。

Apple sues OpenAI over alleged trade secret theft

Apple alleges the misconduct was directed by OpenAi's senior leadership, including a long-time former employee.

苹果起诉OpenAI，指高管主导偷窃商业机密，混入前员工。

Open source AI matters more than ever, according to Hugging Face’s Clem Delangue

Open source AI is booming, according to Hugging Face CEO Clem Delangue. The company has grown into something like a GitHub for AI in recent years, where AI builders can share and downlo

SK Hynix raises $26.5B in the biggest foreign IPO in US history, is urged to build new US fabs

The AI chip boom just produced its biggest Wall Street moment yet. Now SK Hynix and Samsung are being asked to build U.S. factories.

SK海力士265亿美元IPO创纪录，要求在美国建厂。

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

请提供新闻正文内容，才能为您进行简短的 50 字以内的概括。

Start building with Nano Banana 2 Lite and Gemini Omni Flash

Nano Banana 2 Lite及Gemini Omni Flash技术发布，供开发者使用。

Introducing computer use in Gemini 3.5 Flash

Gemini 3.5 Flash新增计算机使用功能，可直接操作屏幕执行任务。