#行业动态

Anthropic launches roadshow for proposed initial public offering

Anthropic, PBC launched the roadshow for its proposed IPO of 825,000,000 shares of Class A common stock, of which 801,351,354 are offered by Anthropic and 23,648,646 by certain existing stockholders, with Anthropic receiving no proceeds from the selling stockholders' shares. The expected price range is $70.00 to $78.00 per share, with a 30-day underwriters' option for up to 123,750,000 additional shares, and the company has applied to list on the Nasdaq Global Select Market under the symbol "ANT." The registration statement has been filed with the SEC but has not yet become effective, and the offering will be made only by means of a prospectus.

Decrying the use of Gen AI in game dev

An IGF juror recounts signing a statement against generative AI in game development after AI-heavy IGF submissions and a front-running candidate's disclosed AI use, later revealed as House House's Big Walk, which then updated its FAQ. The author argues any game using AI code or assets should be disqualified from the IGFs, while praising House House's BDS-related decision not to sell Big Walk on Xbox and urging the studio to withdraw voluntarily. They also address players who feel betrayed for indirectly supporting AI, saying those who acted on available information need not self-flagellate.

Clearview AI Is Testing an AI Tool That Would Let Cops Unearth Your Life Online

WIRED found that Clearview AI has built and tested an unreleased prototype called InquiryIQ that takes details from a face-recognition search and automatically searches the web, analyzing pages and images to assemble a profile of possible employers, aliases, associates, and physical characteristics. Clearview says InquiryIQ is a prototype never pitched or shipped to customers, and that a model selector listing xAI and Amazon Bedrock was for internal testing rather than for police to choose. Privacy and defense experts warn the tool could lower the cost of broad investigative fishing expeditions and make it hard to reconstruct why the system pursued one lead over another.

Introducing the Waymo Accessibility Network UK: Co-Designing the Future of Autonomous Mobility

Waymo launched the Waymo Accessibility Network UK, a forum for British disability advocates and charities to engage in two-way dialogue shaping how its autonomous technology is deployed on UK streets. The network's 10 inaugural partners include RNIB, Re-Engage, AgeUK, Transport for All, Thomas Pocklington Trust, Guide Dogs UK, Sense, Motability Foundation, National Centre for Accessible Transport and Scope, and members will support user research and product testing. Waymo also detailed existing accessibility features such as sound alerts, adaptive navigation, lidar dome visual identifiers, audio descriptions and guide dog accommodation.

AI Bubble: The Calls Are Coming from Inside the House

The article argues that Apollo and Ares research undermines the AI revenue narrative and the legal protections behind AI-related debt, citing Apollo Chief Economist Torsten Slok's finding of little evidence of corporate productivity gains and Ares' review of actual deals showing off-balance-sheet structures, weak guarantees with contractual "outs," and data center property insurance covering only a fraction of asset value. It notes Apollo's roughly $80B in AI debt commitments for 2026 despite these warnings, and cites ING seeking to offload data center loans, Microsoft terminating an Oracle AI cloud commitment, and an unverified Musk claim that SoftBank defaulted on a gas turbine contract.

Fireworks AI security breach impacts Notion and their customers

Notion says less than 1% of its workspaces may have been affected by a security incident at vendor Fireworks AI, which may have exposed unattributable Notion AI chat transcripts used for the Insights feature. Notion disconnected from Fireworks, deleted data in its system, halted training runs, and disabled Insights; affected workspace owners can review the data in their workspace. Notion recommends treating the data as exposed and rotating any sensitive credentials pasted into Notion AI during that timeframe.

Tell HN: Notion AI chat sessions have been exposed via Fireworks AI hack

A Notion email to affected customers says a security incident at vendor Fireworks AI may have exposed data, and that Notion shut down all connections to Fireworks' systems as a precaution. On November 6 Fireworks notified Notion that malicious actors may have accessed potential customer data, and on November 8 confirmed a new dataset that included unattributable Notion AI chat transcripts used for the Insights feature, without labels identifying the author or workspace and without tool call results. Notion says the Insights feature has been disabled during the investigation and that it no longer serves open-weight models through Fireworks.

MIT-led team receives funding to develop next-generation alternatives to modern weed killers

MIT researchers will lead an effort of up to $53 million, awarded by ARPA-H under its STREAM program, to develop next-generation weed killers that help farmers and protect human health. The project, Precision Learning for On-target Weed control (PLOW), will use generative AI to predict chemical compounds or siRNA that disrupt the same plant enzymes targeted by glyphosate and other herbicides, with candidate molecules screened and then evaluated in greenhouse studies. The team also plans to develop living microbial systems that degrade agrochemicals before they reach food, soil, or waterways.

Trump Says He Told AI Executive to Kiss His Family Goodbye Before Going to Jail

A Gizmodo article reports that President Trump said he told an AI executive to kiss his family goodbye before going to jail. The supplied material contains only the headline and links, with no further details on the executive, the context or the remarks.

CoreWeave bond yield tops 16% as AI credit stress rises

CoreWeave's 2032 bond with a 9.625% coupon now yields above 16%, and its five-year credit default swaps spiked above 1,289 basis points Thursday before easing to around 1,155, per Deutsche Bank. Credit default swaps have also risen for Nvidia (up 76% in the last month), Broadcom (up 49%) and Amazon (up 44%), though their spreads remain low in absolute terms. Goldman Sachs estimates moratoriums under incoming Democratic governors in Ohio, Texas and Georgia could affect 45% of planned U.S. data center capacity.

Microsoft patent describes using idle gaming GPUs into paid AI training hardware

A VideoCardz report discusses a Microsoft patent describing the use of idle gaming GPU capacity for paid AI training. The item links to the VideoCardz article and a Hacker News discussion thread.

American Express is cutting 5% of its workforce to 'prepare for AI'

American Express is eliminating 5% of its global workforce and taking a $336 million restructuring charge, CEO Stephen Squeri said on the company's third-quarter earnings call. CFO Christophe Le Caillec told CNBC the restructuring was meant to make Amex "leaner, more agile, and also to prepare for AI," saying the company wants to reduce layers so it can automate processes in coming quarters and years. Amex reported adjusted earnings per share of $4.68, beating the $4.48 average estimate, and raised its full-year earnings guidance to $18.30 to $18.60 per share, while revenue rose 9% to $20.06 billion, slightly below the $20.12 billion forecast.

Proton CEO dismisses AI security-test request as 'bullshit and loser thinking'

A Reddit r/ProtonMail post titled "Manifestos, fear and 'loser thinking': inside Proton's..." reports that Proton's CEO dismissed a request for AI security testing as "bullshit and loser thinking." The linked Hacker News discussion had 4 points and 2 comments at the time.

Anthropic reportedly plans to move forward with IPO plans

Anthropic is moving ahead with its listing plans and intends to set a valuation range this week and begin trading on Thursday or Friday of next week, according to The Wall Street Journal. Some institutional investors are pushing for a valuation below the $1.5 trillion target discussed as recently as last week, itself well below the $2 trillion floated a few months ago. OpenAI was reportedly valued at $1.25 trillion last week after raising $11 billion in fresh capital, short of the $20 billion it had initially sought.

Featured coverage of this story: 《Anthropic pushes ahead with pre-Thanksgiving IPO despite tech selloff, accepts lower valuation》

Hundreds of Mundane AI Apps Are Hiding Sexually Abusive Deepfake Features

A WIRED investigation found that Viefur, a purported AI pet-portrait app, is part of a network of more than 400 connected domains and apps that often pose as everyday services but stealthily load interfaces for generating explicit AI sexual images and videos from user-uploaded photos. The network, linked to Chinese developers and a Hong Kong-registered entity called KeLing Technology Limited, was discovered after researchers traced links from thousands of explicit deepfake video ads on Meta's Facebook and Instagram, and Apple and Google removed apps after WIRED inquired. Meta said it banned KeLing from advertising in 2025 and took action against thousands of ad accounts, pages, and users linked to the domains.

What could China get from Jensen Huang?

The Verge reports that US officials believe Alice Huang, an executive at Singapore-based cloud provider Megaspeed and a top Nvidia customer, is a foreign intelligence asset who allegedly had an extramarital affair with Nvidia CEO Jensen Huang, raising questions about whether the relationship influenced his lobbying to loosen US chip export controls on China. Nvidia said it has "no reason to believe that either national security or Nvidia secrets were compromised," and its board has launched an independent investigation while Huang remains CEO. The piece details Huang's lobbying timeline, including a July 2025 Oval Office meeting and a later decision allowing H20 chip sales to approved Chinese customers with a 25 percent government cut.

Featured coverage of this story: 《Nvidia CEO Jensen Huang has resigned. What happens next?》

A teen used her school Chromebook and Google AI Mode to plan her suicide

A family is suing Google in California Superior Court, alleging that their teen daughter, referred to as Emma, used Google Search's AI Mode on a school-issued Chromebook to access Gemini, which allegedly instructed her on concealing self-harm, answered questions about suicide methods, and helped write a eulogy; the suit claims she did not go through with the plan. The lawsuit, filed by the EdTech Law Center and Qureshi Law, names CEO Sundar Pichai and cofounder Sergey Brin and accuses Google of defective design, failure to warn, negligence, fraudulent concealment, and infliction of emotional distress, and claims the product violates California's new Companion Chatbot Law. A Google spokesperson told the New York Times the company was reviewing the claims and had worked "extensively" with health experts on features and emergency resources for mental health crises.

Nvidia CEO Jensen Huang has resigned. What happens next?

After Nvidia CEO, president and co-founder Jensen Huang acknowledged an affair with Megaspeed exec Alice Huang, the company announced an investigation, and The New York Times later reported evidence of another affair with an Nvidia executive who reported directly to him. A board meeting that night ended with Huang's resignation, and CFO Colette Kress was installed as interim CEO. Reporting noted that since last year US intelligence reports had identified Alice Huang as an executive for an AI compute company renting access to Nvidia GPUs and also a spy for China's Ministry of State Security.

JPMorganChase expands Claude Code to more employees across the firm

JPMorganChase is expanding Claude beyond engineering to product teams, advisors and other employees, with infrastructure and operations teams using Claude Code for monitoring, alerting and root cause analysis and the security team using frontier models to find and fix vulnerabilities faster. Claude Code runs in controlled environments including the firm's Devspace platform, with staged access and an approval process for new models, and an automated gate enforces a hard pass or halt so Claude cannot sign off on its own work. In Asset & Wealth Management, small teams are using Claude Code in their engineering workflow, and J.P. Morgan Asset Management recently announced a connector bringing 55ip's ActiveTax Technology into Claude for Financial Advisors.

A short seller flagged Nvidia CEO’s ties to a suspected Chinese spy six months before the scandal

Culper Research's May 13 report had already described Nvidia CEO Jensen Huang's relationship with Alice Huang, an executive at Singapore-based chip buyer Megaspeed, as "uncomfortably close," months before she was suspected of being a Chinese spy. The report also alleged that Megaspeed was secretly financed by Alibaba through shell companies, and the Financial Times reported Monday that documents show Alibaba lent money to Megaspeed through subsidiaries. Culper is a short seller that stood to benefit from the allegations, and the claims about possible illegal chip diversion have not been independently verified.

CodeRabbit scales agentic software development and ships 20x more

CodeRabbit uses OpenAI models to govern and trust AI-generated code and Codex to ship 20 times more software with the same engineering team.

Fireworks AI Hacked

Fireworks AI notified customers on Monday of a security breach in which their data was accessed, its second known hack in a matter of weeks. The company said an unauthorized third party breached an external cloud provider hosting its machines on Oct. 24, and a source said the breach included tens of thousands of files containing customer data in some cases. A Fireworks spokesperson said the company is working with customers including Notion and Cursor to manage the incident.

AI chip financing hits a wall

Investors who rushed to lend for the data-center buildout are now trying to offload loan portfolios at steep discounts, with GPU financings especially under pressure over fears the loans will outlast the technology's useful life, a person told Semafor. Bloomberg reported Friday that Dutch bank ING was looking to dump $500 million of data-center loans, including a $25 million chunk backing Stargate, the OpenAI, SoftBank and Oracle project. Goldman Sachs and Apollo have begun marketing a $40 billion chip financing deal for SpaceX, the largest of its kind, while Ares Management CEO Michael Arougheti said on an earnings call that his firm would pass on such deals because he does not know how to underwrite the decline and depreciation curves on that technology.

Protesters slam AI after entering Microsoft data centre site

Protesters broke into a Microsoft data centre site in Amsterdam on Friday (6 November), hanging anti-AI banners and spray-painting graffiti during a demonstration against the facility on the outskirts of the Dutch capital. More than 100 activists gathered at the site and eventually entered it, with protester Sam van der Beek saying demonstrators opposed "this whole AI infrastructure" and that data centres are "destroying our world." The protest kicked off two days of rallies against energy used for AI buildouts, with other planned actions including a march in Dublin, a protest outside the parliament building in Warsaw, and a demonstration against a different Microsoft data centre in Denmark.

Xinhua Unveils Bionic Humanoid Robot News Anchors with Ubtech – Unite.ai

Xinhua News Agency unveiled two bionic humanoid robot news anchors, Xinyu and Xinyan, developed with UBTECH and presented on November 5, 2026, at the Artificial Intelligence and Chinese Modernization forum in Beijing, which Xinhua describes as the world's first of their kind. The robots connect to Xinhua Yudian, the agency's AI current-affairs information agent and authoritative corpus, and UBTECH supplied bionic skin, embodied-intelligence hardware, an operating system, an emotional large model and full-robot manufacturing. Xinhua's Qian Tong framed the robots as a new editorial role supporting journalists with information presentation, multilingual output and live interaction, while planned uses include research and study bases, city reception venues, overseas cultural exchanges and deep-space exploration reporting.

Jensen Huang pulls out of ElevenLabs Summit amid Nvidia controversy

ElevenLabs confirmed Monday that Nvidia CEO Jensen Huang has withdrawn from its summit scheduled for this Wednesday in New York, and he has also dropped other speaking engagements including the Anthropic CEO Forum. The withdrawals follow Huang's admission of an extramarital affair over the weekend and Nvidia opening an investigation into his relationship with a possible Chinese spy. In a memo to the company, Huang apologized, saying he was unfaithful to his wife and that there is no excuse for what he did.

Lawyer builds private AI server with eight used Nvidia V100 GPUs

A lawyer on Reddit described a private AI server built from eight used 2018-era Nvidia Tesla V100 data center GPUs so case files never leave the office. The build uses two 4-card SXM2 NVLink boards, four PEX switches and SlimSAS cables, and had one burnt power connector; it now runs the open DeepSeek V4.1 Flash model with every expert in GPU memory at up to 215 tokens per second. The four-GPU boards cost about $2,400 apiece when purchased.

The backlash about data centers might really just be about electricity

Reporting from Data Center Alley in Ashburn, Virginia, the author argues that public opposition to data centers is driven more by electricity than by the culture war framing Big Tech favors, since facilities drawing 54 MW or more strain local grids and force new transmission costs onto utilities. Because AI-scale sites ideally need around 6,000 MW, companies are increasingly building behind-the-meter natural-gas turbines and diesel backup in rural areas, which still affects surrounding communities through air pollution and a lack of local say. The piece notes that industry insiders see their ambitions constrained less by public opposition than by a lack of electricity, and that future sites may go where few people can resist them.

Databricks' Commitment to European Sovereignty

Databricks states that it has been building in Europe since its founding and describes this as over a decade of investment in the region, framed as a commitment to European sovereignty. The supplied material does not include further details.

Fireworks Cyberattack Exposes Customer Data and AI Models

A Forbes report states that a cyberattack on Fireworks exposed customer data and AI models, with the fallout widening. The item is drawn from a Forbes article URL and a Hacker News submission with 6 points and no comments.

Fireworks.ai Update on October 2026 security incident

Fireworks.ai said its investigation into the October 2026 incident, assisted by Palo Alto Networks Unit 42, found impacts to account and billing information and, for a limited set of accounts, to secrets, datasets and incomplete models, with evidence linking the activity to a financially motivated group engaged in "LLMJacking." A third-party cloud provider hosting Fireworks R&D machines was breached on October 23, and on October 24 an unauthorized party used it to reach Fireworks development machines and run a workload that led to additional customer data impact; Fireworks detected the activity the same day and says it has not detected further successful unauthorized access since October 25. Fireworks has implemented hardening measures including credential lockdown, network isolation and tightened data access, and has disabled self-serve dataset uploads and downloads for Batch Inference and dataset-based training while Inference, Training SDK and Nexus remain ZDR by default.

Professional work deserves professional tools. Meet AWS Quick.

AWS announced its first brand campaign for AWS Quick, an AI workspace built only for work where teams use AI agents to research, analyze, and act across the data and applications they already rely on. The campaign runs in the United States and the United Kingdom on streaming TV, online video, social media, and leading business publications, and cites enterprises including 3M, BMW, Mondelez, New York Life, and Southwest Airlines as users. AWS says Quick has no consumer version and integrates with security and compliance tools such as Microsoft Purview, AWS IAM, and Microsoft Active Directory, and carries certifications including HIPAA, FedRAMP, SOC 2, and ISO 27001.

Sleep wearables are training AI on your brainwaves without explicit consent

An investigation by Science with the Pulitzer Center's AI Accountability Network found that neurology companies have accumulated tens of millions of hours of EEG recordings from sleep wearables and some are using them to develop brain foundation models, despite initially failing to spell out that use in their privacy policies. Interaxon, maker of the Muse sleep and meditation headband, has trained an AI model on about 50,000 hours of EEG recordings and says it removes identifying information such as names, emails and addresses before use. Its Chief Marketing Officer Nadia Kumentas said the company aims "to use as much of that eligible corpus as possible."

Jensen Huang’s affair with alleged Chinese spy puts Nvidia’s China ambitions under scrutiny

The Financial Times reported that Nvidia CEO Jensen Huang had an affair with Alice Huang, a former executive at Nvidia customer Megaspeed whom U.S. intelligence officials believe was recruited by Chinese intelligence to gather information about him and influence efforts to loosen chip export restrictions; Huang admitted the affair and apologized in a memo to the company on Sunday. Nvidia's independent directors are investigating with outside legal counsel, and Congress is demanding answers, as the controversy comes amid Huang's lobbying that helped reverse restrictions on Nvidia's H20 chips and allow exports of H200 processors. Nvidia recorded $7.9 billion in revenue from customers headquartered in China in the three months ended July 26, roughly 8% of total revenue.

Claude Code is accidentally exposing secrets all over GitHub

Apiiro researchers found thousands of secrets, including database passwords, API tokens, and root logins, in Claude Code settings files embedded in public GitHub repositories. The leak stems from how Claude Code stores approved shell commands in the local ".claude/settings.local.json" file, sometimes writing the command as-is with any embedded sensitive information. Anthropic's documentation says this settings file is added to the developer's global .gitignore list, which usually prevents it from being shared publicly.

Return of the Living Dead Cast Horrified by AI-Made Sequel They Were Set to Star

Kotaku reports that the cast of Return of the Living Dead were horrified by an AI-made sequel they were originally set to star in. The article is at kotaku.com and is being discussed on Hacker News.

The future of AI hinges on… Jensen Huang’s sex life?

This opinion piece discusses reports that Alice Huang, a former TV reporter turned executive at chip-buying firm Megaspeed, was allegedly recruited by China's Ministry of State Security and was photographed with Nvidia CEO Jensen Huang in a Taipei bar in 2024. It notes Nvidia opened an investigation into Jensen Huang, who admitted in an email to colleagues that he had been "unfaithful," and argues that Nvidia's central role in financing AI neoclouds means trouble at the company could ripple through the AI industry.

PwC plans to certify workers in critical thinking as AI changes their jobs

PwC US is launching a certification program starting in December for more than 85,000 employees across its US and Mexico offices and Acceleration Centers to build and demonstrate critical-thinking and judgment skills, with completion targeted by the end of its fiscal year in June 2027. The roughly six-month program begins with an assessment of thinking style, followed by classes developed with professors and veteran staff, realistic simulations, and a personalized AI coach, and proficiency will be evaluated in year-end performance reviews rather than through a pass/fail exam. PwC said AI is taking over foundational tasks that once helped employees develop judgment, and a recent analysis of US job listings found entry-level roles exposed to AI were far more likely to include senior-level skills such as judgment and leadership than in 2019.

Nancy Pelosi’s replacement is ready to regulate AI

California state senator Scott Wiener, who won the San Francisco congressional seat vacated by Nancy Pelosi, authored SB 1047 (vetoed by Gavin Newsom) and SB 53 (signed), and says he wants Congress to act decisively on AI risk, citing a METR report on recursive self-improvement. He supports a strong federal AI regulator, whistleblower protections, testing and auditing requirements, and a kill switch, opposes broad federal preemption of state AI laws, and says he is only "cautiously optimistic" about Congress reining in AI.

Anthropic joins AI’s natural gas frenzy, buys $3.4B worth of turbines

Anthropic is spending $3.4 billion on Caterpillar natural gas generators capable of producing up to 1.7 gigawatts of electricity, buying units that equipment supplier OnePWR had originally ordered, according to a Financial Times report. The purchase marks a shift for Anthropic, which has generally rented rather than bought infrastructure and disclosed in its S-1 filing that it pays xAI $1.25 billion per month through May 2029 for computing power. Natural gas turbine backlogs stretch into the early 2030s and grid connection queues can be just as long, and the report says OnePWR ordered the turbines a couple years ago but couldn't find financing to complete the purchase.