今日新闻聚焦：Justice Dept. Turns to Partisans and Conspiracists to Fill Depleted Ranks；Wrongly Indicted Man Seeks Inquiry of Official Conduct in Reflecting Pool Case；Christa Pike Regains Consciousness After Failed Execution in Tennessee等。
📰 纽约时报
The civil rights unit has recruited people whose questionable work histories and dearth of education and experience might have disqualified them in the past, former officials said.
Lawyers for the former Olympian David Hearn accused prosecutors of ignoring their own evidence to indict him and then providing “blatantly false” information about what they knew when.
The death row inmate in Tennessee received two doses of a lethal injection drug last week, but lived. She was taken from the execution chamber in an ambulance.
📰 BBC News
Those targeted by Home Office immigration enforcement officers are accused of charging migrants up to £4,500 for fabricated evidence.
The arrests come after a BBC investigation in April revealed that law firms and advisers were helping migrants pose as gay in an effort to get asylum.
Pike, 50, continues to receive critical medical care while handcuffed in hospital, according to a statement from her lawyers on Tuesday.
📰 CNN
• 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.transformernews.ai/p/ai-will-run-out-of-power
Comments URL:
Article URL: https://sulcus.dev/ Comments URL: https://news.ycombinator.com/item?id=49984636
Sulcus – observe and control AI agents while they run
Article URL: https://www.bbc.com/news/articles/ckly0g1ljq2yo
Comments URL:
📰 arXiv (AI) arXiv:2610.03872v1 Announce Type: new
Abstract: AI agents are becoming increasingly capable of generating scientific code, but generating code is not the same as improving the algorithms behind it. F arXiv:2610.03888v1 Announce Type: new
Abstract: Reconstructing global sea surface pH from sparse observations is critical for monitoring ocean acidification and understanding marine carbon cycling. T arXiv:2610.03894v1 Announce Type: new
Abstract: A deployed LLM agent emits tool calls, queries, and code that can be silently wrong -- by the time the error surfaces, the action has run. Frontier cha
Training Numerical Intelligence via Auto-Diagnosis and Skill Discovery
REACT: Physically and Chemically Consistent Reconstruction of Marine Active Tracers
Proxy Confidence: Auditing Black-Box LLM Agents with a Surrogate's Log-Probabilities
📰 arXiv (ML)
arXiv:2610.03769v1 Announce Type: new Abstract: Multi-agent LLM systems pair a sender with broad context and an executor with a limited local view. We study when a short message improves the executor
arXiv:2610.03812v1 Announce Type: new Abstract: A time-series forecast is scored on a future value of the series. A representation loss that regresses the next latent, as in LeNEPA, is a different le
arXiv:2610.03830v1 Announce Type: new Abstract: In partially observable Markov decision processes, the optimal policy generally depends on the history of observations and past actions. Asymmetric act
📰 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.
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 Verge
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📰 Wired
Digital wall calendars can organize multiple family calendars, meal plans, chores, and to-do lists, and even double as a digital photo frame. And best of all, they’re on sale.
Want to save money without supporting Amazon? This roundup is full of deals on WIRED-approved favorites.
My favorite MacBook, gaming PC, and budget laptop are all on sale for Prime Day, some at the lowest prices I’ve seen in months.
📰 少数派
密码管理服务的数据，当然要掌握在自己手里。查看全文
iOS 27 通知自动化改变了通知的处理方式，快捷指令也迎来了不少的新玩法。查看全文
iPhone 18 Pro 也许不会让你感觉焕然一新，却在许多地方都变得更加完整了。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。（[通知] 下周五开始的中秋和十一假期，周刊休息。）
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 412 期）：禁止 issue，只用 PR
科技爱好者周刊（第 411 期）：OpenClaw 2.0 是一个缩影
[阅读] 2026 年八月 读女性研究，小说，随笔 6 本
[分享创造] 我做了一个 AI 工具，想替代���了十多年的 Excel
[问与答] 坛里大佬给介绍介绍 找个靠谱一点的苹果签名交易市场
📰 CNBC
The S&P 500 returned to an intraday record Tuesday as tech gains, easing oil prices and Treasury yields helped stocks overcome months of market shocks.
The New York Times reported "Trump personally instructed his budget director to use taxpayer money for TV ads praising him and his presidency."
The expansion marks the AI company's latest push to deepen its ties to founders and fast-growing companies.
📰 Seeking Alpha
📰 Investor's Business Daily
AI data-center infrastructure supplier Penguin Solutions smashed estimates for its fiscal fourth quarter. PENG stock rose.
The post
The S&P 500 hit a high as the stock market extended a win streak. Astera Labs, GE Vernova and Arista Networks led AI stock buys. The post
Trading began this week for the first companies on the Texas Stock Exchange, an upstart rival to the Nasdaq and New York Stock Exchange. The post
📰 The Economist
The taxman is losing patience with the shrewd use of tax losses
But the strength of the greenback is not as reliable as in the past
In time it could bring about an equally disruptive glut
Dow Jones Futures: S&P 500 Hits High As Astera, GE Vernova, Arista Lead Buys, But These Stocks Tumble
The TXSE Launched Monday. It Aims To Make 'Wall Street' Less Relevant.
American investors’ trick to lower taxes: lose money
The bond market sell-off is helping the dollar
The world is facing an almighty LNG crunch
📰 Business Insider
Shop the best Prime Day travel deals on travel clothes, comfortable shoes, luggage, bags, packing essentials, and accessories.
"East of Eden" star Florence Pugh has had fun with daring fashion in 2026, from sheer outfits to bold sets.
The Prime Day deals are back for 48 hours and Business Insider's Reviews team is picking out the best across home, tech, style, kitchen, and more.
📰 U.S. Federal Reserve
Federal Reserve Board announces approval of application by Isabella Bank Corporation
Federal Reserve Board announces approval of application by Fleur Capital Corporation
Federal Reserve Board announces it will extend, until November 4, the comment period on its proposal to modernize Regulation O
📰 AI前线
📰 钛媒体
从“拒绝资本”到千亿融资，梁文锋的态度转变背后，是一场输不起的AI竞赛
沙盒逃逸不是意外，而是必然：优化器的搜索空间永远大于防御方的约束空间，未被认识的通道迟早被撞开。文章以四起真实逃逸为据论证——逃逸无需意识，只需"完成任务"；越界也不等于失控，可靠解是能响应的检测—关停回路。
过去十年，中国互联网出海印度曾被视为全球最后的流量蓝海。
📰 Import AI
Who chooses what AI gets to do?
Where do you exceed the capabilities of an LLM?
Is the wall AI is hitting in the room with us right now?
📰 AI Weekly
This Applied AI edition looks at what organizations actually did with AI over the past three weeks. Three patterns stand out: companies switching models to control cost, large deployments that are now
This week, campus IT leaders voted AI their top priority for the first time, Cambridge refused Turnitin's new terms over AI training on student work, Dartmouth opened an investigation into its own pro
The AI story of September 22–28 was not simply that agents became more capable. It was that their hidden handoffs became visible: a supposedly automated call could reach a contractor, a supposedly pri
📰 TechCrunch AI
On Tuesday, Musubi announced a lightweight decision model made for real-time moderation called PolicyLM-1.7B, released with open weights.
Nvidia-backed Lambda is raising up to $4 billion at a $14.5 billion pre-money valuation ahead of a planned 2027 IPO, led by Coatue and Blackstone.
Personal AI agents promise to shop, book flights, and make reservations for you. But deliberate blocks and anti-bot defenses are getting in the way, leaving consumers caught in the middle. A new stand
📰 Google DeepMind
Proof of concept for watermarking AI-generated proteins while preserving biological function.