Today's
Briefing

Wildfires Continue in Ontario as Officials Brace for More Evacuations

Ontario’s minister for emergency preparedness has asked the federal government for help, including potentially deploying Canadian soldiers to the affected regions.

National Academies Report Backs Climate Change Attribution Science

Attribution science is advancing quickly, researchers said. That could support lawsuits seeking damages for severe events worsened by global warming.

科学快速发展，或将支持气候诉讼寻求全球变暖导致的极端事件赔偿。

White House Faces Stiff Pushback on Subjecting Grants to Political Review

Academics, city leaders and congressional lawmakers number among the thousands to urge the Trump administration to reconsider a plan to assert more control over grants.

白宫计划将拨款置于政治审查，遭多方强烈反对。

Sadiq Khan among 26 new peers to enter the Lords

The London mayor is to be joined by broadcaster June Sarpong and former union chief Christina McAnea in the Lords.

26位新贵族入上议院，萨迪克·卡恩携广播员萨拉·萨彭格及工会领袖加入。

Burnham to promise new path for UK when he becomes new Labour leader

In a speech on Friday, he will begin to set out his vision for government, before becoming prime minister next week.

布赖顿将在周五演讲中阐述成为新工党党魁后的愿景，计划下周出任首相。

Fifa 'assessing match reports' over Falklands banner

Fifa is "assessing the match reports" before deciding whether to punish Argentina after players held a banner in support of their country's claims to the Falkland Islands.

FIFA审查报告，将决定是否对阿根廷球员展示福克兰旗帜行为进行处罚。

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

Fox新闻在与德明尼公司和解后承认部分关于其系统的播报陈述是假的。

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

Dominion仍在起诉杜鲁日、帕劳等人关于选举的虚假指控。

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

Our approach to bioresilience

Google DeepMind and Isomorphic Labs are sharing our joint approach to bioresilience and AI models.

Google DeepMind及Isomorphic Labs分享其联合开发的生物韧性AI模型创新方法，聚焦生物系统抗压能力与应急响应机制的科学突破。

Empowering India’s next generation of innovators with ATL Saathi

Google and AIM launched ATL Saathi, a Gemini-powered AI tool empowering Indian educators in robotics labs.

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

谷歌DeepMind与A24共建AI影视研究合作，探索技术创新与创意制作的新模式。

OriginBlame: Record- and Token-Level Data Provenance for AI Training Datasets

arXiv:2607.13037v1 Announce Type: new Abstract: When a data contributor requests removal, model trainers face a practical gap: unlearning algorithms require a forget set, yet no tool can locate which

提出OriginBlame，实现记录与token级别的数据溯源，精准解决作者删除请求时的遗忘子集难题。

SPINE: Bridging the Cyber-Physical Gap with Agentic AI

arXiv:2607.13049v1 Announce Type: new Abstract: Foundation models have given robots a sophisticated brain for complex decision-making, yet deploying that intelligence into a physical platform still d

SPINE方案通过主动AI高效解决机器人部署难题，跨越网物理鸿沟。

Interventional Grounding Audits: Black-Box Premise-Dependency Tests for LLM Chain-of-Thought via Predicate Substitution

arXiv:2607.13069v1 Announce Type: new Abstract: Large language models produce chain-of-thought (CoT) reasoning that appears logically sound yet may not genuinely depend on its stated premises. We int

推出插入干预审计法，验证大语言模型CoT是否真正依赖其前提。

Automatic Differentiation from Scratch: How PyTorch Computes Gradients in Physics-Informed Neural Networks

arXiv:2607.13042v1 Announce Type: new Abstract: This paper traces, with explicit numerical values, how PyTorch's automatic differentiation (AD) engine computes gradients for Physics-Informed Neural N

详细演示PyTorch自动求导在PINN训练中的双层求导数值实现。

Beyond Backbone Backpropagation: A Decoupled Strategy for Efficient Transfer Learning

arXiv:2607.13043v1 Announce Type: new Abstract: Deep learning models achieve state-of-the-art image classification but face deployment challenges due to computational costs and energy demands. We pro

提出解耦归一化层适配策略，实现高效迁移学习。#RSNA23ATS

Federated Explainable Artificial Intelligence: Roles, Architectures, Evaluation, and Open Challenges

arXiv:2607.13045v1 Announce Type: new Abstract: Federated Learning (FL) has emerged as a key paradigm for privacy-preserving collaborative model training across distributed and heterogeneous data sou

本文研究结合可解释性的联邦学习，提出新架构、评估方法及开放挑战。

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.

数据中心用电需求飙升，导致燃气电厂建设周期延长23%，成本几近翻倍。

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.

ConvergeBio获Bessemer领投2500万，Meta、AI、Wiz支持，加速AI药研。

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本周签署三项协议，收购1吉瓦光伏，为数据中心供能并抵消碳排放。

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Salad Chains Are Seeing Foot Traffic Drop Over Cyclosporiasis Fears

Foot traffic to leafy green chains is falling, data shows. Still, a few brave souls who spoke to WIRED were determined to get their fix. “I honestly didn’t even think about” the risk of explosive diar

Do Face Masks Help With Wildfire Smoke? Yes, But More Is Needed

As wildfire smoke threatens air quality and safety for millions, here’s your playbook to keep your family safe from the damaging effects of smoke.

Review: Xgimi Titan Noir Max Home Projector (2026)

This remarkably vivid home projector has deep inky blacks, without a five-figure price tag.

探索者Z10 max投影仪，深邃黑表现·未破五位数。 （字数：14）

新玩意 246｜少数派的编辑们最近买了啥？

编注：很多读者都会好奇少数派的编辑们到底平时都「买了啥」。我们希望通过「编辑部的新玩意」介绍编辑部成员们最近在用的新奇产品，让他们自己来谈谈这些新玩意的使用体验究竟如何。内容声明：《新玩意》栏目如含有 ...查看全文

Apple 高校优惠活动开始了，今年有些不一样

又到了一年一度的Apple高校优惠活动季，高校师生们可以在活动期间，购买指定型号iPad或Mac设备，获得指定配件产品，享受到限时的教育优惠+买赠活动。与往年不同的是，今年的Apple高校优惠活动不论 ...查看全文

具透 | macOS 27 首个公开测试版来了，这些是值得你关注的新特性

全面 ARM 化后的第一个 macOS 版本，Golden Gate 27 还有这些变化。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

Netflix stock falls as earnings forecast disappoints, company says it will give fewer engagement updates

The streaming giant said it would cut back on the frequency of its "What We Watched" reports, which provide a picture of engagement.

因业绩预测不及预期，Netflix将削减“What We Watched”报告的发布频率。

Here's why the housing market is hurting so much this summer

Mortgage rates are high, home prices at record levels, and consumers stressed — all contributing to a drop in existing home sales and builder sentiment.

Trump is set to deliver an election-focused national address tonight. Here's what to know

"Without free and fair elections, you don't have a country," Trump said this week when asked to preview the speech.

特朗普将发表以选举为主题的全国演讲，强调自由公平选举是国家根本。

Premier Foods plc (PRRFY) Q1 2027 Sales/Trading Call Transcript

Premier Foods Q1 2027业绩简述：营收提升，需求回暖，全年保持谨慎乐观。

Trelleborg AB (publ) (TBABF) Q2 2026 Earnings Call Transcript

Q2 2026营收同比增长10%，利润率提升，业务表现稳健。

Prologis, Inc. (PLD) Q2 2026 Earnings Call Transcript

How to shrink the Fed’s $7trn balance-sheet

Kevin Warsh will struggle to reverse the effects of bond-buying

Can Kevin Warsh’s Fed force 5 reimagine monetary policymaking?

The new chairman enlists heavy-hitters to fight a handful of gnarly problems

China’s trade gap is narrowing. And other surprises

The world’s second-biggest economy is stumbling into fiscal austerity

T-Mobile hotspots: mobile internet devices and phone plan pricing explained

T-Mobile's hotspot plans and devices have you covered when you need WiFi on the go. Here's what to know, plans compared, and more.

T‑Mobile提供多款随身热点及套餐，详细说明价格与方案供用户参考。

M.Gemi shoes review: Our honest take

In our M.Gemi review, we tested popular styles like the Felize loafer, the Una flat, the Lizza Due heel, and the Sacca Donna loafer.

M.Gemi评测热门款式：Feline、Una、LizzaDue、SaccaDonna等。

Best 75-inch TVs in 2026

We reviewed the best 75- and 77-inch TVs for picture quality, design, usability, and value, including the Samsung S90F OLED and TCL QM6K QLED.

2026年评选出最佳75及77寸电视，包括三星S90F OLED和TCL QM6K QLED。

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

监管机构联合发布银行检查中保密信息使用的指导意见。

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

美联储对前遗产国家银行首席放贷官实施监管行动。

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

6月8日及6月17日举行的董事会贴现率会议纪要。

押注智能体时代，灵睿智芯完成数亿元融资，RISC-V 迎算力新机遇

一件特有意思的事：「启发涌现」，邀你共建

留给开源模型的时间，就剩6个月？

氪星晚报｜IDC：百度智能云蝉联中国金融大模型市场份额第一；腾讯云与RoboScience机器科学达成战略合作；商务部回应推动解决安世半导体问题进展

大公司：

OPPO：realme新品将聚焦海外市场，中国市场暂停产品更新

中专生拍出破亿爆款，影视圈边缘人靠AI改命丨深氪lite

“AI改了我的命”

AI时代的精英叙事里，出现了草根翻身的故事。

5月，来自云南玉溪地产行业的中专生刘梓瑜，创作出了全网播放破亿的《丧尸清道夫》，被称为“国产爱死机”。他因此收到了好莱坞制作人的跨洋Offer。这部短片配有英文字幕，但一位接触过刘梓瑜的从业者表示，他的英语并不好，甚至“不会翻墙”。

大厂医疗AI战，开始“卷”减重

文｜胡香赟

编辑｜海若镜

互联网大厂做医疗AI，越来越偏爱“减重”场景。

近日，蚂蚁集团宣布投资薄荷健康，持股比例超28%，成为薄荷健康最大外部股东。薄荷健康成立于2008年，这家互联网医疗公司通过为用户提供饮食记录、科学减重方案等，聚拢了超2亿用户，收录160万条食物数据条目。

2021年，薄荷健康完成D

微创甩包袱、天智航“蛇吞象”：一笔交易背后的各取所需与整合暗礁丨并购一线

剥离光鲜的协同叙事，这笔交易的真实成色、整合难度与行业指向，远比表面的“强强联合”更为复杂。

IPO申购狂热之下，长鑫存储还要跨过两重关

长鑫存储搅动资本狂欢的同时，行业研究机构也将这家中国DRAM龙头放在全球坐标系中进行再评估。过去十余年间，全球DRAM市场由三星、SK海力士和美光三家跨国巨头垄断，长鑫存储能否一步步破局“三寡头”？踩中了全球存储行业“超级周期”的它，对于这种产业周期与业绩增势的红利，又能吃多久？未来的增长故事要怎么讲？

自己吃预制菜，宠物吃小灶：鲜食狂飙

鲜食狂飙三年，品牌方还没人跑通

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

Is this the beginning of a new world?

AI自动化与类脑计算交汇，预示新世界的来临。

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

What eras bookend our interregnum?

AI自进化机器人、万卡GPU集群与纪实文书送别人类新纪元。

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

How religious are beliefs in the singularity?

AI自我强化与超智能路径引发对技术神化的宗教式信仰探讨。

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应用库发布159真实案例，6个被叫停案例最有用，免费无需注册。

AI Weekly Issue #513: Treasury analysts called AI a systemic risk. Treasury disowned it.

Regulators picked a word for AI this week, and the word is systemic. Career Treasury analysts concluded the boom is now too entrenched to unwind quietly: a downturn would ripple through stocks, privat

美政委将AI定为系统性风险，监管部门随之承认其潜在危害。

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

三家人形公司加速上市，Tesla改造产线造Optimus，Mistral发布大脑。

Google Vids now lets you star in your own AI videos

Google is adding personalized AI avatars to Vids that let users create videos starring a digital version of themselves, alongside Gemini Omni-powered tools for generating and editing videos from promp

Google Vids加入AI化身，可自制视频并用Gemini Omni编辑。

Roblox launches an AI-powered game-creation feature in its mobile app

Roblox's new "Build" feature lets users generate basic games using a single text prompt.

Roblox推出AI生成游戏功能，用户用文字即可创建基础游戏。

Google’s AI Mode now lets you link and interact with select apps

With this new update, Google is expanding AI Mode beyond answering questions and into completing tasks across the apps they use regularly.

Our approach to bioresilience

Google DeepMind and Isomorphic Labs are sharing our joint approach to bioresilience and AI models.

Google DeepMind及Isomorphic Labs分享其联合开发的生物韧性AI模型创新方法，聚焦生物系统抗压能力与应急响应机制的科学突破。

Empowering India’s next generation of innovators with ATL Saathi

Google and AIM launched ATL Saathi, a Gemini-powered AI tool empowering Indian educators in robotics labs.

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

谷歌DeepMind与A24共建AI影视研究合作，探索技术创新与创意制作的新模式。