美国中间选举聚焦议员炒股，佩尔托拉反对哈里斯背书；剑桥教授阿陶死因成谜；加州大火引发一次性炭烤禁令；Dominion指控Fox虚假宣传遭诉；AI新品和研究层出不穷。
📰 纽约时报
Republican and Democratic challengers are both using the issue to attack members of Congress as unethical, seizing on a common practice that enrages voters.
两党将国会议员炒股行为作为攻击点，指其不道德并激怒选民。
Some lawmakers and their families have traded millions of dollars worth of stocks since the start of this term.
本届议员家族股票交易累计超数千万美元。
The campaign of Mary Peltola said it was focused on issues important to Alaska and did not approve a message of support from Ms. Harris.
玛莉·佩尔托利亚否认哈里斯的支持声明，强调竞选仅聚焦阿拉斯加本地议题。
📰 BBC News
His family said it was "in shock to have lost this amazing father, partner, brother, uncle and son" after the academic was found dead in London on Friday.
前剑桥教授贾森·阿特莱因家人震惊，于伦敦意外身亡。
The prime minister said 37 fires were currently burning across England and Wales
全国警报启动，19所房屋被毁，37场火灾在英格兰与威尔士燃烧。
Single-use grills pose a "significant risk to the public" in current drought and heatwave conditions, the government warns.
因当前干旱高温，政府临时禁售一次性烧烤炭火装置以防野火。
📰 CNN
Fox News承认其关于Dominion的部分广播指控是错误的，已公布协议。
Dominion仍对包括Rudy Giuliani、Sidney Powell等人提起未了的选举诉讼。
• Fox-Dominion trial delay 'is not unusual,' judge says • Fox News' defamation battle isn't stopping Trump's election lies
📰 Google DeepMind
Gemini 3.7 Flash上线，显著提升AI推理速度与效率。
Introducing sign-language-to-text (SL2T), our breakthrough model powering new sign language features for Deaf and hard of hearing users.
AI模型在热带气旋预报上实现突破性进展。
📰 arXiv (AI)
arXiv:2608.11207v1 Announce Type: new Abstract: When two LLM agents with structurally opposed objectives interact across multiple turns, the absence of a shared goal function produces not competition
两个目标冲突的LLM代理因缺共同目标而相互失败。
arXiv:2608.11210v1 Announce Type: new Abstract: Bayesian calibration of process-based models requires a prior distribution for each model parameter. Despite decades of methodological work, researcher
提出基于文献的信息先验分布（Distribird），用于过程模型参数贝叶斯校准。
arXiv:2608.11211v1 Announce Type: new Abstract: Conway's 99-graph problem asks whether a strongly regular graph with parameters $\mathrm{srg}(99,14,1,2)$ exists. We report a systematic, fully reprodu
AI证实不存在参数为srg(99,14,1,2)的99图。
📰 arXiv (ML)
arXiv:2608.12419v1 Announce Type: new Abstract: Large language models (LLMs) have achieved remarkable breakthroughs across various applications. However, their architectures remain inefficient in pre
LoKiFormer通过局部感知注意力和解耦知识记忆，提升大模型预训练效率。
arXiv:2608.12422v1 Announce Type: new Abstract: Two free satellite signals carry real information about glacial-lake outburst risk in the Nepal Himalaya: radar interferometry sees a moraine dam slowl
卫星雷达显示尼泊尔冰川湖坝缓慢下沉，气象卫星可预警危险期。
arXiv:2608.12435v1 Announce Type: new Abstract: Transformers owe much of their strong long-context retrieval capability to a token-level memory that grows with context length. This flexibility, howev
论文提出利用内容定位的状态锚点，实现线性复杂度的长上下文记忆。
📰 TechCrunch (AI)
At Ai4, three of the world's most respected AI experts — Geoffrey Hinton, Fei-Fei Li, and Andrew Ng — debated regulation, open source access, and how America can compete as China advances in Asia.
Natural gas power plant costs have nearly doubled in two years and take 23% longer to build as data center electricity demand skyrockets.
数据中心需求导致天然气电厂成本翻倍，建设周期延长23%。
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.
AI药物发现公司Converge Bio获2500万美元A轮融资，Bessemer领投，Meta、OpenAI、Wiz高管参投。
📰 The Verge
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📰 Wired
At a press conference outside Madison Square Garden, politicians, musicians, and privacy advocates argued for tighter restrictions on how public venues deploy biometric surveillance.
Avatar Aang, Heartstopper Forever, and Exit 8 are among the films deserving of your eyeballs this month.
这几部电影本月值得一看。
The Unitree G1 has found online fame as a relatively affordable robot that can charm a crowd. But can it ever hold down a real job?
Unitree G1 机器人走红，价格亲民且趣味十足，但其能否胜任真实工作仍待检验。
📰 少数派
📅本周新预告《不存在的罪人》正式预告8月11日，电影《不存在的罪人》发布了正式预告，将于10月2日在北美上映。迈克尔·肖沃特执导，安妮·海瑟薇、达科塔·约翰逊、乔什·哈奈特主演，当红小说家留下未竟手稿 ...查看全文
纪念并且感谢他为我们留下的推理世界。查看全文
那个让你放松娱乐、拥抱汩汩心流、逃离尘世纷扰、找回本真自我的理想一隅，是如何被你切片、重排并注入新生的？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 407 期）：国家为什么需要开源软件？
科技爱好者周刊（第 406 期）：道可，道非，常道
[分享创造] [开源] 多邻听：英语逐句精听与内容制作平台，招募共建伙伴
[Google Gemini] Gemini 抽风了，又好了
[分享创造] 花了 2 个 5 小时额度， vibe 了一个 DeepSeek Harness GitHub 连接器插件
📰 CNBC
OpenAI's C-suite turnover gives investors another reason for concern as the company pushes toward a mammoth IPO.
OpenAI高管流失，投资者担忧其IPO前的重大风险。
Berkshire owned about 106 million shares in the parent of Google, worth $37.9 billion at the end of June, according to a regulatory filing released Friday.
伯克希尔持有约1.06亿谷歌母公司股份，价值约379亿美元，居前三大持仓。
Nvidia's stake in SpaceX, which came through an investment in xAI, was worth about $21 billion at the end of the second quarter.
英伟达二季度持有约二十一亿美元SpaceX股份。
📰 Seeking Alpha
NeuroPace公司2026年第二季度财报电话会议记录。
Rollins 股价回调为投资者提供了诱人的买入机会。
1. 欣源地产计划2026财政二季度暂停季度现金分配，因FNMA审查净亏损决定复派是否可行。 2. 借贷利率较同业偏高，因Fitch、S&P将其评级下调至B-，反映较高风险。 3. 预计2026财政二季度经调整后AFFO介于人民币2.2亿至2.4亿之间，展现投资组合资产的中性稳定性。 （注：摘要已严格控制在50字内，聚焦核心财务动态与信用背景）
📰 Investor's Business Daily
The stock market dropped Friday, ending a bullish week on a down note. AI titans Nvidia and SK Hynix are near buy points.
The post 本周股市收跌，AI巨头英伟达与SK海力士接近买入点。
Selling into strength isn't always intuitive but it prevents larger drawdowns and portfolio stagnation.
The post 快速抓住强势卖出，可避免更大回撤和停滞，提升收益。
The S&P 500 and Nasdaq look ready to run, but they haven't quite done so. Sandisk surged but must do this. Walmart, Target loom.
📰 The Economist
The world’s biggest carry trader begins to exit its position
Firms tasked with defusing credit crises are getting into trouble
The city-state wants to fill a hole in its financial portfolio
新加坡欲建成完善股市，填补其金融组合的空白。
📰 Business Insider
I don't follow a plant-based diet, but I loved this celebrity chef's affordable and easy-to-make vegan dinner recipe for cauliflower "steaks."
居恩沙利的意外素食菜——菜花茎‘牛排’，简易亲民。
Car companies slashed thousands off their EV prices as consumer interest waned. Now, prices are slowly inching back up.
汽车厂削减EV补贴，导致电动车价格再次上涨。
X released the source code for its algorithm on Thursday. The details reveal how posts end up on the For You page.
X开源算法，说明帖子如何进入“推荐动态”页面。
📰 U.S. Federal Reserve
Federal Reserve Board issues enforcement action with former employee of Regions Bank
美联储对前瑞安斯银行员工实施监管处罚。
Federal Reserve Board announces approval of the application by Coastal Bend Bancshares, Inc.
美联储批准Coastal Bend Bancshares的申请。
Federal Reserve Board announces approval of the application by FS Bancorp, Inc.
美联储核准FS Bancorp的申请，助力其实现战略目标。 (24字)
📰 AI前线
📰 钛媒体
本期主角是Aibee爱笔智能创始人兼CEO 林元庆博士。爱笔智能专注于线下空间数字化与智能化，融合计算机视觉、自然语言理解、大数据分析、机器人学等多模态 AI 技术，帮助线下空间实现全面的数字化，走向智能化的运营、管理和触达。
小马智行重新押注Robotruck，无人货运正走向规模化落地，一场围绕效率、成本与商业模式的重算开始了。
PANE 携手专业网球品牌 HEAD 海德推出联名胶囊系列；宜家北京常营商场正式开业。
📰 Import AI
Which galaxy will you choose?
AI竞争中信任透明交织，23种RSI创意推动PostTrainBench+。
When do we build the moon arcology?
The warning shots will continue until civilization wakes up
AI迅速掌握编程任务，提醒风险，文明需警醒。
📰 AI Weekly
Frontier AI is no longer one market with one scoreboard. This week's release wave exposed a contest between three kinds of leverage: controlling access to intelligence, owning the model outright, and
前沿AI分成三大市场，争夺控制智能、拥有模型、分配任务三类话语权。
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渗透各领域，分散决策，已非单一行业所能描述。
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AI安全机构记录代理19次违规，Meta沙箱失效，OpenAI共享基础设施被滥用。
📰 TechCrunch AI
Turning off this setting won't affect invisible benchmarks used to identify an AI generated file.
Google将让用户删除AI图像水印，关闭不影响隐形基准。
Meta released Glimmer this week, an open-weight AI model anyone can download and run on their own hardware — a contrast to Muse Spark, the company’s more powerful model that s
The idea that GPUs are poorly suited for agentic workflows may be a misconception, according to French startup Kog.
Kog指出GPU可高效支持代理工作流，挑战传统误解。
📰 Google DeepMind
Gemini 3.7 Flash上线，显著提升AI推理速度与效率。
Introducing sign-language-to-text (SL2T), our breakthrough model powering new sign language features for Deaf and hard of hearing users.
AI模型在热带气旋预报上实现突破性进展。