今日新闻聚焦：ICE Arrests Surge at Airports, Opening New Front in Deportation Drive；Trump’s Spy Chief Spends Final Hours in Job Boasting of Mass Firings；As U.S. Pauses Strikes, Iran Is No Rush to Resume Cease-Fire Talks等。
📰 纽约时报
Federal agents are arresting spouses of Americans, tech workers and others whose visas have expired, including many who have active applications to stay in the country.
ICE在机场大规模逮捕持签证者，包括已获准续签的配偶和技术员工。
Bill Pulte, the acting director of national intelligence, said he has terminated nearly a third of the officials in his office, but others doubt the figures are accurate.
Amid a reprieve in the fighting, Iran’s leaders are betting that they can endure more pain than President Trump can, and they have leverage over the Strait of Hormuz, analysts say.
📰 BBC News
Video shows locations across the region where a strong earthquake struck Japan's Kyushu island on 28 July.
28日强震震动九州岛，视频展示多地震区分布。
Some parents on benefits lose income if their children take on apprenticeships.
Uefa and Prime Minister Andy Burnham criticise proposals from Fifa to seek private investment in its competitions, including the World Cup.
欧足联与伯恩汉姆批评FIFA私投世界杯等方案。
📰 CNN
Fox News承认其关于Dominion投票系统的部分报导为不实。
Dominion仍在对Rudy Giuliani等否认选举结果的官员提起未决诉讼。
• Fox-Dominion trial delay 'is not unusual,' judge says • Fox News' defamation battle isn't stopping Trump's election lies
📰 Hacker News (AI)
Article URL: https://www.wordfence.com/blog/2026/07/w
Wordfence Prism AI工具在插件上线两小时内快速识别出带有后门的WordPress插件。
Last week I posted about launching the project I've been working since some time CogniKernel. Since then the project has been cloned almost 600 times, this showed me the use case was real and peop
CogniKernel提供跨会话、跨平台记忆的AI编码工具，免费集成Claude Code。
Since it has become obvious that AI is great at finding security flaws, has anyone pointed it at some formally proven software? I'm thinking seL4. In theory it should find nothing, right?
AI或将审查已正式证明安全的微内核seL4，理论上应无漏洞。
📰 Google DeepMind
Google commits $40M in AI tokens and credits for the Genesis Mission
We’re introducing new Gemini models, including Gemini 3.6 Flash, 3.5 Flash-Lite and 3.5 Flash Cyber.
Google introduces Gemini 3.5 Flash Cyber, a lightweight cybersecurity model to find and patch vulnerabilities.
Google推出轻量级网络安全模型Gemini3.5FlashCyber，用于发现并修补漏洞。
📰 arXiv (AI)
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通过流程与技能共同进化，让大模型智能体自适应并进化。
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
传统指标未测连续风险运营连贯性，提出单调框架评估野火风险。
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
提出利用跨模态一致性检测多模态大语言模型的对抗性攻击。
📰 arXiv (ML)
arXiv:2607.22545v1 Announce Type: new Abstract: Deploying large language models in financial-services and agentic settings requires safety classifiers that simultaneously handle prompt injection, reg
Semalith v1.4以184M参数实现提示注入检测44倍效率，达最新水平。
arXiv:2607.22711v1 Announce Type: new Abstract: LLM coding agents operate by constructing trajectories that accumulate reasoning, tool calls, and results to enable multi-step decision-making. However
CORVUS利用底层同步实现上下文优化与削减，提升LLM代理效率。
arXiv:2607.22720v1 Announce Type: new Abstract: Existing adaptive inference methods for Large Language Models rely on observational heuristics, such as hidden-state similarity or activation magnitude
CausalGate通过因果重要性蒸馏提升 Transformer 模块剪枝的有效性。
📰 TechCrunch (AI)
Natural gas power plant costs have nearly doubled in two years and take 23% longer to build as data center electricity demand skyrockets.
数据中心需求导致自然气电厂建设成本和工期均显著上升。
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.
The social media company inked three deals in the U.S. to power its data centers and offset its carbon footprint.
本周Meta通过收购1吉瓦太阳能电力，在美国签署三项协议为数据中心供能并抵消碳排放。
📰 The Verge
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抱歉，我拿不到实际的新闻标题和内容。请提供完整的标题和正文，我才能为您用不超过50字的中文一句话进行总结。
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信息缺失，无法进行摘要。
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信息不足，无法进行总结。
📰 Wired
For months on end, eBay employees and contractors made life hell for a couple that had criticized the company. Six years later, the company is finally paying up.
eBay因骚扰活动被迫支付5570万美元，六年诉讼终结。
Donald Trump’s base has been increasingly spilt. Laura Loomer’s sudden embrace of Ukraine has only widened that divide.
Veo is launching accessibility-focused electric tricycles in Denver, with plans to put its e-trikes on the streets nationwide.
公司将在全国推出可提升可及性的电动三轮车，首个试点在丹佛上线。
📰 少数派
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
在手机相册里选好一张图，拿着手机往电脑屏幕轻轻一碰，图片就直接出现在了《简讯》app「半角巷」的编辑框里。不用翻文件夹，也不用靠传输工具互联，《简讯》团队把这个改动叫做「跨端发送从五步变一步」。让人觉 ...查看全文
聊聊 IMAX 放映系统的区别及影厅选择策略，帮你选到视效更震撼、更接近导演创作意图的版本。查看全文
📰 阮一峰的网络日志
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
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
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
科技爱好者周刊（第 404 期）：你需要知道的 AI 内存知识
科技爱好者周刊（第 403 期）：为什么 Dropbox 不成功
[OpenAI] Free 账号有居然是周限额， XD 们你们有吗？
[分享发现] 分享一下逾期经历中的几个问题
[程序员] 我做了一个可以看 skill， agent，和插件是否真的能提高成功率和减少 token 的测试架构
📰 CNBC
Ford cited operational improvements, resilient vehicle pricing and a high sales mix of profitable products for its performance and the improved guidance.
It's been a rough month for Elon Musk, if there is such a thing for the world's richest man.
马斯克旗下公司股价暴跌，蒸发巨额市值。
McConnell’s prolonged absence could complicate the GOP’s narrow Senate majority and trigger an untested Kentucky vacancy process.
📰 Seeking Alpha
提供的新闻内容为空，无法进行总结。
UPS二季度受高成本拖累，利润率明显下降。
📰 The Economist
These peculiar products, popular in the crypto world, are hitting the mainstream
散户需警惕永续合约，这类加密热点产品正进入主流。
The returns on trillions of dollars of spending are deeply uncertain
人工智能商业收入增速虽高，但难匹配万亿级投资回报，前景存不确定性。
The euro gets a makeover
欧洲正在为欧元纸币设计全新版式，突出多元文化与历史元素。
📰 Business Insider
Business Insider toured a DHL cargo plane at the Farnborough Airshow, checking out the crew's bunk beds and reclining seats.
Business Insider 探访 DHL 777 货机，发现其设有乘务员卧铺和可调座椅。
I tested dog anxiety vests on my dog to see which helped most with noise anxiety. These are the best options for different dogs and situations.
最佳犬只焦虑背心推荐，帮助噪音敏感犬平静。
I tested 5 Clare V. bags and travel accessories to find the styles worth the splurge, from the pack-flat Petit Moyen to the practical Vacances case.
评测5款包袋，色彩斑斓小巧设计与实用最值得超溅。
📰 U.S. Federal Reserve
Agencies issue joint statement on handling of highly sensitive information during bank examinations
监管机构联合发布声明，规范审计中处理高度敏感信息的标准流程。
Federal Reserve Board issues enforcement action with former chief lending officer of Heritage State Bank
美联储对前首席贷款官采取执法行动，对其违规行为进行惩处。
Minutes of the Board's discount rate meetings on June 8 and June 17, 2026
董事会6月8、17日两次会议纪要涉及贴现率议题。
📰 AI前线
📰 36氪
7月27日，东莞市数字人体与智慧睡眠创新联合体揭牌暨工作推进会在慕思健康睡眠股份有限公司（以下简称“慕思”）总部举行。本次工作推进会由东莞市科学技术局、厚街镇人民政府指导，慕思、广东华中科技大学工业技术研究院联合主办，东莞市相关职能部门、顶尖高校、三甲医疗机构、产业链核心企业、投资机构及主流媒体代表约300人参会。
推进会同步举行聘任与授牌仪式，正式聘任中科院
作者 | 黄楠
编辑 | 袁斯来
硬氪获悉，人形机器人基础模型公司德塔智能（Delta Intelligence）近日完成近5亿元天使++轮融资，本轮投资方包括多家上市公司产业方和头部财务投资机构。资金将主要用于人形机器人基础模型持续迭代，加快自研数采设备的量产与数据闭环建设，扩充核心研发团队，以推动技
📰 钛媒体
主业营收持续收缩寻第二曲线，标的遭三轮问询后主动撤单。
一个机器人坐上了央视解说席。
破产矿王，成了AI公司的新机房
📰 Import AI
The warning shots will continue until civilization wakes up
AI在地益网编程挑战中超越人类，引发对未来技术及人类角色的深刻警示。
The singularity will be seen in hindsight as an interregnum
技术奇点将被视为历史转折的空白期。
Is this the beginning of a new world?
AI自动生成GPU内核，推动模拟计算与自动化新趋势，可能开启全新科技范式。
📰 AI Weekly
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
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
中国开源模型冲击芯片股，投资者质疑万亿美元AI支出，AI代理突破Hugging Face并被封禁。
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 Weekly发布159真实案例，覆21行业，展示AI工具与成果，六例失败案例为宝贵参考，免费无须注册。
📰 TechCrunch AI
Spur Intelligence has raised a $200 million round from Insight Partners for its tech that can identify legit human traffic from bots.
情报公司Spur获2亿美元融资，用于识别真实人类流量并抵御机器人。
Runlayer is suing Rippling after Rippling evaluated the startup's MCP gateway product and then opted to build one itself.
Runlayer 起诉 Rippling，指控其抄袭 MCP 产品创意。
His change of position comes after "the first security incident that I have felt very viscerally."
萨姆·奥特曼表示将放慢步伐，因首次感到强烈的安全事件。
📰 Google DeepMind
Google commits $40M in AI tokens and credits for the Genesis Mission
We’re introducing new Gemini models, including Gemini 3.6 Flash, 3.5 Flash-Lite and 3.5 Flash Cyber.
Google introduces Gemini 3.5 Flash Cyber, a lightweight cybersecurity model to find and patch vulnerabilities.
Google推出轻量级网络安全模型Gemini3.5FlashCyber，用于发现并修补漏洞。