Today's
Briefing

How Iran Adapted Its Attacks as U.S. War Munitions Dwindled

The Iranian strikes that killed three U.S. soldiers in Jordan show how quickly Iran’s war-fighting skills have evolved, as the Pentagon runs low on interceptors.

The U.S. Missile Stockpile Is Dangerously Low

The United States’ war with Iran has caused a critical weaponry shortage. That leaves the U.S. military vulnerable and complicates Washington’s efforts to end the war.

Trump Said to Have Secretly Used Military Jet to Leave Turkey Amid Threats From Iran

President Trump hid in an airport catering container and was taken to a military jet for a secret flight out of country after the NATO summit last month.

特朗普据称因伊朗威胁，借餐车藏身后搭军机秘密离土。

Woman assaulted by double murderer says nightmare became 'real life' when police let him attack again

Serial sex offender Simon Levy went on to murder two women and rape a third after a series of disastrous decisions that left him free to roam the streets.

性犯罪者莱维在多次失职后再次袭击，最终杀害两名妇女并强暴第三名，警方失误让其逍遥法外。

Summer 2026 on course to be UK's hottest on record, says Met Office

Only average conditions are needed for the remainder of August to break the record, which was set just last year.

2026年夏季将创英国最高气温纪录，仅需普通天气即可超越去年成绩。

Police chiefs call for PM to prevent early release of PC Harper's killers

The intervention comes after Andy Burnham said he was "confident" the early release of PC Harper's killers could be prevented.

警首呼吁阻止哈珀警官凶手提前获释。

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

福克斯新闻承认在广告中关于Dominion的部分说法不实，已作出澄清。

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

Dominion仍在对包括Rudy Giuliani、Sidney Powell等选举否认者提起诉讼。

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

Hacktoberfest 2026: Building with AI; not PRs

Article URL: https://hacktoberfest.com/

Comments URL: https://news.ycombinator.com/item?id=4

Suzanne: AI tool for designing and manufacturing physical products

Article URL: https://www.suzanne3d.com/

Comments URL: https://news.ycombinator.com/item?id=4

Towards Expert-Level Medical AI for Real-Time Video Consultations

Article URL: https://arxiv.org/abs/2608.09861

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

WeatherNext: AI model achieves breakthrough in forecasting cyclones

Gemini Robotics ER 2: powering robotics with video understanding, task orchestration, and multi-robot collaboration

Gemini Robotics ER 2 helps robots reason, collaborate, and solve real-world tasks. It represents a step change in video understanding, tool orchestration, and multi-robot collaboration for robotic app

ER2通过视频理解、工具调度、多机协作，提升机器人任务解决能力。

We’re launching Lyria 3.5 in Google Flow Music, with advances across musicality, lyrics, vocals, and creative control

Towards an Argumentative Foundation for Evaluative AI

arXiv:2608.07473v1 Announce Type: new Abstract: Evaluative AI (EAI) has been recently proposed as a way to support human decision-making, not by producing a single recommendation, but by presenting c

评估性AI提出竞争假设并证据论证，辅助人类决策。 (16字)

Flow-by-Flow:Content-Judgment Bypass for Governing AI Output in High-Loss Domains

arXiv:2608.07474v1 Announce Type: new Abstract: Prior work showed that human-in-the-loop oversight becomes structurally untenable in high-loss domains when AI output velocity V exceeds human cognitiv

研究发现，输出速度乘以负载决定了高损失域中人类监督的可行性。

Determinization in Structure Theories: A Unified Framework via Closure, Comparability, and Joint Admissibility

arXiv:2608.07476v1 Announce Type: new Abstract: We develop a formal framework for constructing canonical interpretations from plural structure theories. A structure theory is a triple T = ({\Sigma},

提出通过闭包、可比性与联合可采性构建结构理论的规范解释框架。

Application of Artificial Intelligence for Fraudulent Banking Operations Recognition

arXiv:2608.07471v1 Announce Type: new Abstract: This study considers the task of applying artificial intelligence to recognize bank fraud. In recent years, due to the COVID19 pandemic, bank fraud has

AI在疫情下识别银行欺诈。

Data-Driven Fire-Zone Segmentation for Improved Short-Term Wildfire Prediction

arXiv:2608.07472v1 Announce Type: new Abstract: Wildfire prediction models typically discretize study areas into uniform grids, ignoring the heterogeneous spatial distribution of ignitions. We challe

研究表明，火情空间异质性决定划分方式比所选模型更关键。

Evolving Safety Landscape of Multi-modal Large Language Models: A Survey of Emerging Threats and Safeguards

arXiv:2608.07535v1 Announce Type: new Abstract: Multi-modal large language models (MLLMs) integrate heterogeneous modalities through modality alignment and fusion, enabling stronger understanding and

多模态大语言模型的安全挑战与应对研究。

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站成本暴涨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 Bio融资2500万美元，Bessemer领投，Meta、OpenAI、Wiz高管参投。

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本周收购1GW太阳能，推进美国数据中心绿色运营。

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Is It Safe to Eat Lettuce Yet?

“That product is off the market, so I think there’s absolutely lower risk for cyclospora in terms of eating lettuce,” one professor of food safety tells WIRED.

How and When to View the Perseid Meteor Shower (August 2026)

The Perseids will peak between August 12 and 13. Here’s what time—and where—you can get the best view, and why 2026 will be an exceptional year.

Razer Naga V3 Pro Review: Buttons Galore

The PC gaming world has tried to move on from bulky, heavier mice, but the Naga V3 Pro proves that it still has its place.

Razer Naga V3 Pro 证明小键鼠仍具竞争力。

社区速递 153 | 派友们的吃灰工作流、太空美学复古落地灯与实用帆布钱包

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

走通上架流程，拥抱新兴生态：《鸿蒙应用上架指南》上线

随着HarmonyOSNEXT的日渐成熟，越来越多的独立开发者和小团队开始将目光投向这片新的生态。借助日益强大的AI辅助编程工具，写出能跑通的代码、画出漂亮的UI界面，门槛已经变得前所未有地低。但当你 ...查看全文

从内容工坊到 Dot Skill，Quote/0 开始把屏幕交还给你

从最初的测试与共创算起，Quote/0（摘录）已经陪伴大家近一年半的时间。最初我们只想做一块安静的墨水屏：不推送、不闪烁，只把真正重要的信息留在抬眼可见的地方。后来Quote/0进入了许多我们没有预设 ...查看全文

科技爱好者周刊（第 407 期）：国家为什么需要开源软件？

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 406 期）：道可，道非，常道

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 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

📰 V2EX

CoreWeave stock pops 14% as revenue doubles on accelerating AI infrastructure demand

CoreWeave's revenue is surging as the AI boom continues, but the company is also sitting on $35 billion in debt.

CoreWeave股价涨14%，因AI需求激增营收翻倍，同时债务高达350亿美元。

Trump says NYC pied-à-terre tax 'must be stopped,' eyes federal block

Trump in a Truth Social post called Mamdani's pied-à-terre tax a "dangerous political 'experiment' in New York will destroy" the city and state.

Why Jensen Huang’s $500 billion AI financing plan faces a big risk from China

Nvidia CEO Jensen Huang is pitching GPUs as long-term collateral to unlock $500 billion in funding. The question is how fast will his chips depreciate?

Altigen Communications, Inc. (ATGN) Q3 2026 Earnings Call Prepared Remarks Transcript

公司披露Q3 2026财报电话会议要点，重点提及营收增长等关键信息。

Lattice Semiconductor Corporation (LSCC) Presents at The KeyBanc Technology Leadership Forum 2026 Transcript

Lattice半导体在2026年KeyBanc技术领袖论坛阐述产品路线图。

Lennox International Inc. (LII) Presents at Deutsche Bank's Chicago Industrials Summit Transcript

Quantum Computing Stocks: Quantinuum Earnings, Revenue Top Views

Quantinuum's Q2 earnings and revenue beat Wall Street targets while full-year 2026 guidance came in slightly above views.

The post Quantinuum二季度财报超预期，2026全年指引略高于预期。

Dow Jones Futures: Stocks Pause Before CPI Inflation; 3 Nvidia Partners Lead Earnings Movers Late

The major market indexes pulled back amid higher oil prices and upcoming CPI inflation data. Nvidia partners Lumentum, CoreWeave, Super Micro reported late.

The post 市场因油价上涨及即将公布的CPI数据下跌，英伟达三大合作伙伴业绩成涨跌焦点。

CoreWeave Earnings Beat Amid Operating Margin Upside

CoreWeave stock gained amid a smaller-than-expected Q2 loss amid operating margin improvement while revenue topped estimates.

The post 核心云业绩超预期，亏损收窄，营业利润提升，营收也超出预期。

Hooray for index funds—just don’t call them passive

Jack Bogle’s creation has transformed markets, and involves plenty of choices

China is now the world’s great oil power

Forget OPEC. The Chinese Communist Party calls the shots

India’s IT sector is surviving artificial intelligence

Though the technology is making life still harder for many graduates

Trump secretly switched planes amid an Iranian threat, a new report says. Here's a look at his presidential fleet.

Trump reportedly switched from the well-known Air Force One jet to a smaller C-32A while flying back from Turkey on July 8 due to a threat from Iran.

特朗普因イラン威胁，7月8日从空军一号换乘小型C‑32A返土耳其。

I tested 26 pairs of men's travel pants on flights, in rain, and during a heat wave — these 9 were the runaway winners

These are the best men's travel pants I've found after testing 26 pairs for comfort, wrinkle resistance, breathability, stretch, and style.

The best Disney Plus Bundles: How to save over 40%

The best Disney Plus bundles can save you over 40% when you add Hulu and ESPN or HBO Max under one subscription.

Disney Plus捆绑Hulu/ESPN或HBO Max，超划算省超40%！

Federal Reserve Board announces approval of the application by Coastal Bend Bancshares, Inc.

Federal Reserve Board announces approval of the application by Coastal Bend Bancshares, Inc.

美联储批准Coastal Bend Bancshares Inc.的申请。

Federal Reserve Board announces approval of the application by FS Bancorp, Inc.

Federal Reserve Board announces approval of the application by FS Bancorp, Inc.

美联储批准FS Bancorp的申请。

Federal Reserve Board announces approval of the application by Banco Santander, S.A. and Santander Holdings USA, Inc.

Federal Reserve Board announces approval of the application by Banco Santander, S.A. and Santander Holdings USA, Inc.

美联储批准了班克斯坦特德及其美洲子公司的申请。

把 AI 视频的钱花在刀刃上，不是每一刀上

代理技能 Ponytail 在贡献者提出质疑后修正了自身的基准测试结果

让 Agent 读懂业务世界：Snowflake Cortex Agents 的本体驱动推理实践

昀冢科技定增豪赌MLCC背后：连亏4年，资产负债率超92%

股价飙涨，“天时”已到。

新消费四姐妹这一年

核心还是短期现实与长期叙事的张力。

字节AI，不装了：收税12%、不蒸馏、赌5万亿

阿里赢在商业和生态，腾讯赢在社交粘性，但字节赢的是生态闭环无短板。

Import AI 468: 23 RSI ideas; PostTrainBench+; and how trust and transparency interplay with AI racing

Which galaxy will you choose?

本文聚焦23项RSI创新、PostTrainBench+及AI赛事中信任与透明的交互。

Import AI 467: Self-sustaining AI viruses; pacing AI progress; confusion about AI and creativity

When do we build the moon arcology?

AI自繞病毒、发展节奏及创造力的混淆引发热议。

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突破加速，警示声声，文明需提前觉醒。

AI Weekly Issue #520: What a week: AI became everybody's decision

For years, artificial intelligence could be covered as one industry. This edition makes that impossible. The important action is now distributed across institutions with incompatible duties, incentive

AI已从单一行业转为分散各机构决策，催生全新新闻周期。

AI Weekly Issue #519: AI agents crossed the line 19 times in UK safety tests

The same evidence now supports two very different readings. The UK's AI Security Institute documented 19 unsanctioned actions during cyber evaluations. Meta's test sandbox failed to contain a model at

英国安全评估显示 AI 代理在 19 次未授权行为中越界。

AI Weekly Issue #518: The White House finished its AI safety framework. It's secret.

Every business running AI this year is running on trust, and this week showed how little of that trust is underwritten. The White House finished its framework for vetting frontier models and won't say

白宫完成AI安全框架却不公开细节，信任危机加剧，AI代理人突破企业防护仍未解。

Accel closes oversubscribed $550M India fund within weeks, 19 months after its last

The U.S. VC firm still has more than 55% of its previous $650 million India fund available for deployment.

Accel在几周内完成5.5亿美元印度基金超额认购，仍剩55%上轮6.5亿美元可用于投资。

OpenAI launches ChatGPT desktop app for Linux

OpenAI is finally bringing a dedicated ChatGPT desktop app to Linux operating systems.

OpenAI推出Linux版ChatGPT桌面客户端。

Google’s Gemini app surges to 1 billion users

Google also shared numbers of how people are actually using the chatbot, with 63% of Gemini users talking directly to the assistant using the voice feature. Plus, Gemini now generates more than 150 mi

WeatherNext: AI model achieves breakthrough in forecasting cyclones

AI模型在预测台风方面实现突破，显著提升精准度和预警时效。

Gemini Robotics ER 2: powering robotics with video understanding, task orchestration, and multi-robot collaboration

Gemini Robotics ER 2 helps robots reason, collaborate, and solve real-world tasks. It represents a step change in video understanding, tool orchestration, and multi-robot collaboration for robotic app

ER2通过视频理解、工具调度、多机协作，提升机器人任务解决能力。

We’re launching Lyria 3.5 in Google Flow Music, with advances across musicality, lyrics, vocals, and creative control