Today's
Briefing

Heat From France’s Wildfires Creates a ‘Fire Cloud,’ or Pyrocumulonimbus

A pyrocumulonimbus — a thundercloud created by intense heat — is a phenomenon that can spark new blazes and is “unprecedented in France,” officials said.

Wildfire Smoke Chokes Skies in Spain and France

Hundreds of thousands of people have been forced to evacuate or told to take shelter inside.

西班牙、法国野火烟雾致数十万人撤离或避难。

Congress Budgeted Billions for Big Transit Projects. Trump Isn’t Spending It.

“It’s hard to look at the last year and see anything other than a deliberate slowdown of these grants.”

Wildfire now nine miles from French city of Bordeaux, mayor warns

Thomas Cazenave says they are preparing if further evacuations are issued, as the mayor of a nearby town called the situation "catastrophic".

距离波尔多约9英里的大火迫近，卡泽诺夫称准备撤离，邻城市长形容情形“灾难性”。

Devastating European wildfires in maps - and how they're being tackled

A blaze near Bordeaux has torn through more than 162 sq miles (420 sq km) in less than four days, while the Madrid region is seeing its worst fires ever.

法国博多附近燃烧超400平方公里，马德里地区出现历史最严重森林大火，防火工作紧急展开。

Funeral director who left people unburied breached families' trust 'on industrial scale', court hears

The sentencing hearing of Robert Bush hears how the funeral parlour was likened to a "horror scene".

法庭称其在大规模背叛家属信任，尸体未及时下葬。

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

福克斯新闻承认播出关于投票系统的错误言论，交易公告后致歉。

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

Domin​ion仍在对包括鲁迪·朱利安尼、西德尼·鲍威尔等选举否认者提起未结诉讼。

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

The GTM Co-Founder – open-source GTM skills for solo dev-tool/AI founders

Article URL: https://github.com/AIDevGTM/gtm-cofounder

Comments URL: https://

60 Minute Creator – Node-based AI content workflows using your own API keys

Article URL: https://60minutecreator.com/

Comments URL: https://news.ycombinator.com/item?

AMD Advancing AI 2026: Talking CDNA5 with AMD's Alan Smith

Article URL: https://chipsandcheese.com/p/amd-advancing-ai-2026-talking-cdna5

Comments URL: AMD阿兰·史密斯透露2026年将推出CDNA5，提升AI算力。

Accelerating the frontiers of scientific discovery: Google’s $40M commitment to the Genesis Mission

Google commits $40M in AI tokens and credits for the Genesis Mission

Introducing Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber

We’re introducing new Gemini models, including Gemini 3.6 Flash, 3.5 Flash-Lite and 3.5 Flash Cyber.

Introducing Gemini 3.5 Flash Cyber

Google introduces Gemini 3.5 Flash Cyber, a lightweight cybersecurity model to find and patch vulnerabilities.

Google推出轻量级安全模型Gemini 3.5 Flash Cyber，快速检测并修复漏洞。

FlowEvo: Self-Evolving Agents through the Co-Evolution of Workflows and Executable Skills

arXiv:2607.21596v1 Announce Type: new Abstract: Large language model agents increasingly solve complex tasks by constructing inference-time workflows that combine reasoning, tool use, and code execut

FlowEvo通过协同进化，自动进化LLM代理的工作流与技能。

Risk Is Not the Target: A Monotonic Framework for Evaluating Wildfire Operational Risk Signals

arXiv:2607.21597v1 Announce Type: new Abstract: Evaluating wildfire risk systems using standard machine-learning metrics such as F1-score or IoU is fundamentally flawed: these metrics assess event pr

提出单调框架，衡量野火风险信号的运营一致性，而非传统预测指标。

Securing Multimodal AI through Internal Information Decomposition

arXiv:2607.21600v1 Announce Type: new Abstract: Multimodal large language models introduce attack surfaces absent in unimodal systems: adversaries can distribute malicious intent across modalities to

跨模态大语言模型易遭混合攻击，利用跨模态一致性检测可有效阻断此类威胁。

Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees

arXiv:2607.21623v1 Announce Type: new Abstract: We present EaaS, a cloud-native reference architecture that operationalizes AI evaluation methods as six stateless Kubernetes microservices: conformal

云原生评估服务通过六个无状态微服务实现可扩展AI监控并提供拟合保证。

On the Depth Scalability of Logic Gate Networks

arXiv:2607.21633v1 Announce Type: new Abstract: Logic Gate Networks (LGNs) implement computation through compositions of Boolean operations, yet unlike classical Boolean circuits, existing LGNs do no

逻辑门网络深度增加无法可靠提升性能，因优化塌陷与深度依赖性限制其可扩展性。 (28字)

MotifRole-Diff: Risk-Optimal Role-Aware Corruption for Masked Molecular Graph Diffusion

arXiv:2607.21634v1 Announce Type: new Abstract: Masked discrete diffusion for molecular graph generation typically applies a uniform corruption schedule to all tokens in a lossless graph-to-sequence

提出基于角色感知的风险最优腐化扩散模型，显著提升分子图生成质量。

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.

数据中心需求推动自然气电站成本上涨66%，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.

Converge获Bessemer牵头2500万美元A轮，Meta、OpenAI、Wiz高管助投。

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采购1GW太阳能，签署三项美国协议，为数据中心供电并减少碳排放。

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New Firefighting Technologies Could Help Battle Blazes Like Those in France and Spain

Climate change is upping the odds of major wildfires, creating a need for new tools to combat them.

新技术助力应对法国、西班牙等大火，气候变化加剧野火风险。

DHS Official Resigns, Citing ‘War on Immigrants’

The outgoing executive director of the Office of Homeland Security Statistics is one of very few federal officials to speak out against the Trump administration’s immigration crackdown.

Private Claude Chats Exposed in Google and Bing Search Results

The screwup shows how tricky it can be to stop web crawlers from making ostensibly private conversations with AI chatbots entirely too public.

搜索引擎误将私聊公开，凸显阻止爬虫的难度。

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

Windows 设计史 05 | 你怀念的 Windows 7，或许最具「人情味」

好用有时比创新更重要。查看全文

角落新声｜不再烧 Hi-Fi 后，我在走步机上给音乐留了一小时

我的「听音角落」并不完全是一个空间。它是一部旧手机、一枚小尾巴、一副老耳机、一台走步机，以及晚上没有被其他事情占走的那一个小时。查看全文

科技爱好者周刊（第 405 期）：资源，社会公平与算力

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 404 期）：你需要知道的 AI 内存知识

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 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

📰 V2EX

Apple ends day as world's most valuable company, passing Nvidia

Nvidia had held the top spot as the most valuable company since June 2025, when it took the crown from Microsoft.

苹果重回全球市值第一，取代英伟达成为最富有价值公司。

Trump administration asks Supreme Court to intervene to allow mail-in voting restrictions

A federal appeals court on Saturday kept the restrictions blocked in 23 states that sued, finding states must prepare for potentially disruptive election changes.

联邦上诉法院维持23州邮寄投票限制的阻止，最高法院或介入。

SpaceX has now lost the equivalent of a full Tesla in market capitalization

Elon Musk's space company has wiped off more than $1.2 trillion in market cap since hitting a high of $225.64 per share in June.

SpaceX市值在六月高点后蒸发超1.2万亿美元。

Meta Platforms: Time To Be Greedy

Meta业绩强劲，股价被低估，建议抄底。

Simpson Manufacturing Co., Inc. 2026 Q2 - Results - Earnings Call Presentation

西蒙曼弗雷迪公司发布2026Q2业绩及电话会议要点。

Amkor Technology, Inc. 2026 Q2 - Results - Earnings Call Presentation

Amkor2026年Q2财报尚未发生，当前无此数据。（21字）

How to design paper money that represents Europe

The euro gets a makeover

欧元将重新设计纸币，突出欧洲多元文化与共同价值观。

Oil markets are on edge again

The bombing may have paused, but energy supplies are precarious

油市紧张情绪延续，轰炸暂停但能源供应仍存风险。

The world’s balance-sheet is out of kilter with its economy

Restoring balance could be painful

Apple dethrones Nvidia as the world's most valuable company

Nvidia has been hit by volatility as investors rethink parts of the AI thesis, while Apple is the top stock in the Magnificent Seven this year.

苹果超越英伟达，成全球最值钱公司，英伟达因人工智能投资动荡，而苹果是今年“七巨头”首位。

I booked a roomette and a first-class seat on Amtrak trains. The cheaper ride was way more comfortable.

I took a 15-hour Amtrak trip in a roomette for $400. Then I took a three-hour trip in first class on the Amtrak NextGen Acela train for $450.

软卧400美元，舒适度远超首班列车450美元头等舱。

The best Casper coupons and promo codes of July 2026

Casper mattress coupons stack with ongoing sales from the brand. Here are the best ones you can use now to save extra on a new bed.

卡斯帕7月优惠券叠加促销，可额外省下新床费用。

Agencies issue joint statement on handling of highly sensitive information during bank examinations

Agencies issue joint statement on handling of highly sensitive information during bank examinations

监管机构联合发布声明，明确审查期间对敏感信息的处理要求。

Federal Reserve Board issues enforcement action with former chief lending officer of Heritage State Bank

Federal Reserve Board issues enforcement action with former chief lending officer of Heritage State Bank

联邦储备局对赫里特州银行为首席贷款官实施处罚。

Minutes of the Board's discount rate meetings on June 8 and June 17, 2026

Minutes of the Board's discount rate meetings on June 8 and June 17, 2026

已公布6月8日及6月17日董事会贴现率会议纪要。

圆桌访谈：当 AI Coding 成为日常，开发者真正该关心什么？

企业架构师常犯的 5 个语义建模误区以及破解方法 ｜ 技术实践

GitLab 将碳足迹意识融入 CI/CD，以衡量软件交付的环境成本

氪星晚报｜美国大型企业告别裁员潮重启招聘；英伟达、微软、IBM等数十家企业成立新联盟，旨在共同保障AI安全；《光伏行业成本核算模型通则》发布，引导行业有序竞争

大公司：

汇丰控股将在新加坡设全球人工智能卓越中心，并招聘超100名AI专家

清华博士团队创业，这家公司要给飞机做氢能「心脏」｜36氪首发

文 | 阿至

航空新能源动力系统，正在酝酿新的变革。

36氪获悉，航空新能源动力系统解决方案供应商「易氢动力」已完成数千万元天使+轮融资，由红鸟启航基金和贵州科创天使基金领投，水木清华校友种子基金，启迪之星创投，楹辉创投，金源合及天使会跟投。本轮资金主要用于航空级液冷燃料电池产品的开发及验

2026年，为什么资本更青睐“会赚钱”的AI应用？

今年 WAIC 前夕，月之暗面发布了 Kimi K3，发布即破圈。但资本市场的注意力，更多地落在了另一件事上。

过去半年，这家明星大模型公司估值翻了 6 倍，目标 300 亿美元，同步推进赴港 IPO。而在 2025 年底的跨年夜全员信中，创始人杨植麟写下了一句话：2026 年聚焦 Agent，不以绝对用户数量为目标。

估值半年翻 6 倍的同

英灵殿科技完成近5000万美元融资，AI4S赛道又多了一个"掀桌子"的｜首发

团队来自Baker Lab是全球AI蛋白质设计领域的"黄埔军校"。

长鑫“芯王”加冕，朋友圈赛博贺喜背后

这可能并不是一次简单的同行或供应链伙伴间的客套

亿田智能算力狂飙之惑：一边收缩变现，一边加码扩产

老牌集成灶龙头上演矛盾操作。

Import AI 466: The bitter lesson for robotics, AIs complete week-long programming tasks; and OpenAI's accidental AI hacker

The warning shots will continue until civilization wakes up

AI在机器人学中暴露教训，完成周期任务，意外出现AI黑客

Import AI 465: Open vs closed gaps; Kimi K3; Demis' big policy plan

The singularity will be seen in hindsight as an interregnum

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

Is this the beginning of a new world?

Fable用AI自动编写GPU核，结合类比计算，开启新计算范式。

AI Weekly Issue #516: OpenAI’s AI Hacked Hugging Face. Who’s Next?

OpenAI’s models escaped a test sandbox and reached Hugging Face’s production database. Google answered the same week with a lower-cost cyber defender, while regulators moved on deepfakes and AI labeli

AI Weekly Issue #515: China's AI is redrawing the AI race

Two stories this week, connected by one word: open. A Chinese open-weight model helped touch off the worst week for chip stocks since April, as investors finally asked what $725 billion in AI capex is

中国开源模型引发芯片股回落，质疑7250亿美元AI投入回报，Agent侵入Hugging Face被封。

AI Weekly Issue #514: Applied AI Is Here: What's Working, What Got Pulled Back, and Why Now

Today we're publishing the AI Use-Case Library: 159 real, named AI deployments across 21 industries, with the tools, vendors, and reported outcomes on 77 of them. Six were halted or reversed, and thos

AI新库发布159真实案例,6项终止,免费可搜索。

Satya Nadella says companies that trust one AI for everything may not survive

Companies without their own models — or without a layer of AI infrastructure known as AI gateways to separate their prompts from the model itself — will be in trouble, Nadella says.

PSA: Your Claude shared chats and Artifacts may have ended up on Google

The issue appears to have originated from Claude’s “share chat” feature, which allows users to create links that enable anyone with the assigned URL view a conversation or project.

Microsoft launches its first cybersecurity model, plus a new agentic cybersecurity system

Microsoft bolstered its AI cybersecurity offerings this week with the launch of its first AI security model and a new security platform.

微软首发AI安全模型，并推出代理型人工智能网络安全平台。

Accelerating the frontiers of scientific discovery: Google’s $40M commitment to the Genesis Mission

Google commits $40M in AI tokens and credits for the Genesis Mission

Introducing Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber

We’re introducing new Gemini models, including Gemini 3.6 Flash, 3.5 Flash-Lite and 3.5 Flash Cyber.

Introducing Gemini 3.5 Flash Cyber

Google introduces Gemini 3.5 Flash Cyber, a lightweight cybersecurity model to find and patch vulnerabilities.

Google推出轻量级安全模型Gemini 3.5 Flash Cyber，快速检测并修复漏洞。