Mercor raised a $750M Series D at a $20B valuation after reaching $3B in annualized revenue, up from $1B in February and $2B in June. The company reports 5 million experts and cites a TAM of more than 800 distinct U.S. occupations whose workflows models have yet to be evaluated against. Mercor also says it spends 3x as much on inference as on employee salaries.
A list of open-source projects that have adopted policies banning or restricting contributions generated with LLMs and other generative AI tools, including immich, meilisearch, okhttp, Servo, stb, Redox OS, MonoGame, QEMU, libvips, Fyrox, endless-sky, veloren, Zig, Flask-SocketIO, fast-check and Gentoo Linux. Each entry gives the project's platform, category, scope (code, docs, issues, art or translations), star count and verification date, alongside the project's stated policy wording.
Proton says its end-to-end and zero-access encryption means no AI tool can read user emails, files, or passwords, and its documented security principles have not been loosened for AI. AI-written code goes through the same unified controls as human code, including mandatory human approval, required security scans, and least-privilege access for AI agents. Proton uses AI reviewers, continuous AI-powered code reviews, and non-public cyber models from OpenAI and Anthropic for threat analysis, which receive source code and threat intelligence only, never customer content.
Sakana AI announced that Admiral Michael Rogers, U.S. Navy (Ret.), former NSA Director and Commander of U.S. Cyber Command, and Tom Moran, a former senior CIA officer, have joined as Senior Advisors. They will advise the company on strengthening defense capabilities and cybersecurity. Rogers served as NSA Director and Cyber Command commander from 2014 to 2018, while Moran spent nearly 30 years at the CIA, serving six times as Chief of Station.
Singapore Airlines is using OpenAI models and API to enhance customer support, travel discovery, and employee productivity. The airline reports that its Kris chatbot has doubled customer satisfaction (CSAT).
Cogent combines OpenAI models with enterprise context to help automatically remediate vulnerabilities with agents.
In an excerpt from Garrison Lovely's book "Obsolete," the author argues the race toward AGI—what he calls the "Obsoleting Machine"—is driven by profit rather than inevitability, and could be halted through "compute governance" since a handful of firms (ASML, TSMC, Nvidia) control essential chip supply-chain layers. He details how Nvidia lobbying, Trump administration officials including AI czar David Sacks, and Gulf investment deals have weakened US export controls, and describes trustless verification methods and China's comparatively greater willingness to restrict AI as paths toward a bilateral ban.
NVIDIA describes how four Inception startups apply AI and robotics to waste sorting: AIRECO uses vision AI and Jetson Orin NX modules to finely sort plastics, EverestLabs AI deploys computer vision-guided robots on recycling lines, Greyparrot's Analyzer platform identifies objects on conveyor belts, and reverse.fashion automates textile sorting with high-resolution computer vision. The article cites figures including less than 7% of materials entering the economy coming from recycled or reused sources and over 2 billion tons of municipal solid waste generated per year. It also notes company-reported results such as AIRECO's 95% recognition accuracy on its test line and EverestLabs' estimate of about 25,000 tons of material recycled.
A Fast Company article, shared on Hacker News, reports that Yahoo is making a major bet on its new AI across search and all of its services, including a new search experience called Yahoo Scout. The Hacker News submission had 2 points and no comments.
The Financial Times reports that a US regulator has postponed Wall Street's push to trade futures tied to AI computing. The supplied material contains only the article link and Hacker News metadata, with no further details on the regulator, the firms involved or the timing.
Australia's federal government announced it will consider a new criminal offence for AI companies that fail to take reasonable steps to prevent harmful conduct by their models, along with an AI safety watchdog empowered to issue significant fines, as part of its response to September's OpenAI Medicare statistics hack. Prime Minister Anthony Albanese said the law needs to get ahead of a fast-changing world, while the AFP said it had received no formal report of a crime and had begun no criminal investigation into the incident. No other country has created a criminal offence centred on AI companies needing to take reasonable steps to prevent harm.
Research from security firm Claroc shows that Grok Build, the vibe-coding agent from SpaceXSI, exposes proprietary business information and other sensitive secrets from thousands of users through shareable app links, because a design decision lets anyone enumerate live projects despite randomized URLs. The exposed data includes internal business plans, ad proposals, medical exam results, cruise-line galley checklists, and employee names and ID numbers, with some coming from two-dozen apps built by SpaceXSI itself, including a confidential onboarding plan, a sales territory map of 594 accounts, and internal system addresses.
Why it matters: It documents a concrete URL-enumeration flaw in a widely used coding agent and shows the leak reaching the vendor's own confidential material.
OpenAI has acquired Odessia, an AI travel agent startup founded by Francis Davidson, who said in a post that he is now working for OpenAI on the future of travel; terms were not disclosed and OpenAI did not confirm the deal to TechCrunch. The year-old Odessia raised a $6 million pre-seed round led by Sequoia and launched its AI travel agent about five months ago, but the tool has already been shut down. Davidson previously founded Sonder, which went public via a SPAC, entered bankruptcy and wound down after a Marriott partnership fell through.
Render's subprocessors list now includes Anthropic, PBC and TypeSafe AI, Inc. under the purpose "AI / Machine Learning," both based in the United States, alongside Grafana Labs (Monitoring / Observability) and Temporal Technologies Inc. (Workflow Orchestration). The page also lists AWS, Google Cloud Platform, Cloudflare and ClickHouse Inc. as hosting/cloud platform subprocessors.
In an amended prospectus tied to its IPO price range, Anthropic said it has met a Responsible Scaling Policy threshold, based on expected future models and its overall rate of progress rather than observed current models, that is triggered when AI roughly doubles the pace of its model improvements. Crossing the line means more safeguards rather than a shutdown, and the company says humans remain in charge. Anthropic set a price range of $70 to $78 per share, valuing it at as much as about $1.4 trillion, with trading possibly starting as soon as Nov. 19.
Why it matters: It documents a frontier lab formally crossing its own safety threshold just before a record IPO, a concrete data point for readers tracking AI safety commitments against commercial pressure.
Oura announced it will acquire AI-native primary care company Counsel Health for $625 million, expanding the partnership that integrated Counsel's chat-based medical AI and physician access into the Oura app in June. Counsel CEO Muthu Alagappan will join Oura as chief clinical AI officer with the company's 70 employees, and Counsel will continue serving enterprise partners. The deal is expected to close before the end of 2027, and Oura also reported quarterly revenue of $533 million, up 153% year-over-year.
Anthropic's new S-1 filing discloses that each of its seven co-founders plans to sell 3,378,378 shares in its IPO, which has an initial price range of $70 to $78 a share, putting each founder's proceeds at roughly $236 million to $264 million. Board members Reed Hastings and Christopher Liddell have indicated they want to buy $300 million and $3 million worth of shares, respectively. After the sale, each founder will own about 3.2% of outstanding Class A shares, and collectively the founders will control 51.1% of votes through supervoting Class F stock.
A Verge report says Nvidia CEO Jensen Huang admitted to an affair with a woman suspected of being a Chinese spy, reportedly while US intelligence and President Trump knew of the suspected spying. Experts told The Verge the fallout could disrupt the US AI industry, threaten national security, and erode America's fragile lead over China, since Nvidia's chips are a key bottleneck and Huang holds unusual influence over policy. The article also notes companies linked to the alleged spy, Alice Huang, reportedly enabled at least $7 billion of Nvidia chip sales to China, and that the scandal could raise the odds of AI chip control legislation passing Congress.
Why it matters: It offers a detailed look at how a single company's leadership crisis could ripple through US AI competitiveness and export-control policy.
Physical Superintelligence (PSI) used early access to Anthropic's Fable 5.2 model to solve the eighteen-year-old Aaronson-Ambainis conjecture in quantum query complexity, a result Scott Aaronson said he believes is correct because it was autoformalized in Lean and reviewed by top researchers. PSI, which currently earns revenue by optimizing data centers, aims to convert theoretical physics breakthroughs into technologies, though CEO Matt Pines noted that physics differs from math because "nature gets a vote in your models of reality." The company held its result until Anthropic's model was nearly ready for release, sharing it with relevant researchers, as adviser Jim Halverson said best practices for such work are still emerging.
Why it matters: It offers a concrete case of an AI-assisted proof in quantum complexity and a look at how a startup is trying to commercialize AI-driven discovery.
A Reuters article examines Anthropic's IPO, focusing on the AI company's rapid growth and rising costs. The piece is linked from a Hacker News submission with 3 points and no comments.
A Reuters article reports that Anthropic is eyeing a $1.4 trillion IPO valuation, with a draft prospectus indicating it could raise as much as $644 billion. The piece frames the offering as a test of Wall Street's enthusiasm for AI.
Some IGF jurors published a statement saying they would not vote for games that use generative AI in "any capacity," citing a significant increase in entries developed with generative AI tools. House House then said it "sparingly" used AI in the final stretch of Big Walk's development, estimating well under 0.1% of the game's code was involved, mainly to research third-party code issues via chatbots. The studio said it disclosed the usage in its IGF submission but not on Steam, called its lack of an AI policy a "failure," and said it does not endorse AI tools.
Weta FX CEO Daniel Seah said Hollywood studios went from barring any generative AI use in early 2024 to telling vendors since the third quarter of this year that "if you don't have an AI strategy, don't bother to work with us." Weta signed a partnership with Taiwan's TAICCA at the Taiwan Creative Content Fest, and is working with Taiwanese studio Moonshine on artist-layer tools, while CTO Kimball Thurston said Weta uses outside video models such as Kling AI and ByteDance's Seedance where clients permit, hosted outside China for security reasons. Seah said Weta does not intend to replace artists or employees with AI, and the deal will have TAICCA and Taiwan's Ministry of Culture identify young talent for possible Weta internships in Wellington, Melbourne and Vancouver.
A reverse-chronological timeline of events surrounding Nvidia CEO Jensen Huang's admitted affair with Megaspeed executive Alice Huang, whom U.S. officials believe is a Chinese spy, covering Huang's public apology to employees, the Nvidia board's independent investigation, a 5% share slide, congressional requests for a closed-door briefing, and earlier U.S. and Singapore probes of Megaspeed over suspected chip diversion to China. The timeline also includes a secret Trump administration memo, Trump's public support for Huang, and reports on business relationships between Nvidia and the alleged spy.
Why it matters: It consolidates a fast-moving, national-security-tinged controversy into a dated sequence, useful for readers tracking how corporate, congressional, and White House responses unfolded.
Apple has introduced paid AI usage in Logic Pro: Apple Intelligence access stays free for limited use, then switches to paid access once capacity runs out, with a new usage tracker under Intelligence Features > Show Usage and a "Buy More Usage" button costing $49.99 for an "intelligence usage pack." Unused free usage is replenished and used before paid credits, usage packs roll over month to month until 12 months after purchase, and Family Sharing is not supported. Apple has not confirmed which apps get the system next, though it could expand to Final Cut Pro, Pixelmator Pro, and the iWork suite.
eBay appears to have blocked third-party AI agents, including Meta's Muse, from browsing the platform, with a reader telling The Verge that Muse could no longer pull listing links or details from eBay and said it was blocked from the site. An eBay spokesperson declined to say directly whether new limits were imposed, saying the company takes a selective approach to third-party access and has restricted agent access in certain cases, including unauthorized scraping and training on its data. Meta declined to comment.
Sakana AI may hold an IPO as early as next year, reportedly considering the Tokyo Stock Exchange, Nasdaq or both, with Nikkei reporting a market capitalization that could exceed Mercari's ¥680 billion ($4.3 billion) and Goldman Sachs hired as an adviser. In an X post, Sakana AI said it has no near-term IPO plans and that its priority remains building a generational AI company serving as Japan's national AI champion. The company raised ¥32 billion ($200 million) in Series B funding and said on Oct. 26 that it is training its own LLM from scratch, with its planned Sakana Sawara series to include a large and a small model.
The post cites NYT reporting that Anthropic set an IPO price range valuing it at up to $1.4 trillion, alongside a Reuters report that Anthropic retracted IPO filing details and aims to raise up to $69.3 billion. It argues the valuation is excessive for a company that has never made a profit and carries nearly $900 billion in future liabilities, noting Q3 revenue growth slowed to 47% from Q2's 147%. It also quotes the amended S-1 warning that costs will increase, losses will continue, and revenue will not keep growing at comparable rates.
Why it matters: Offers a critical, source-linked counterpoint to Anthropic's IPO valuation claims, useful for readers weighing the company's growth and liability figures.
Users of Anthropic's Claude and OpenAI's Codex report hitting safety checks, warnings, or account restrictions while using the tools for AI-powered reverse engineering of devices like smart TVs and IoT hardware, and the Decomp.wtf project has shut down. An OpenAI engineer said there is no prohibition against reverse engineering with Codex and that the blocks are mostly accidental and being fixed. The article argues the crackdown may push the practice toward open-weight, local, and uncensored models, making it less accessible.
AI companies are restricting users who employ Claude and OpenAI's Codex for AI-powered reverse engineering, with reports of safety checks, account limits and bans, and the Decomp.wtf project shutting down. The piece argues that open-weight, local and uncensored models are the likely future of the practice, citing an OpenAI engineer saying the blocks are mostly accidental and being fixed.
Anthropic confirmed on Tuesday that its IPO could be one of the biggest ever, with an expected price of $70.00 to $78.00 per share that would put its valuation as high as $1.4 trillion, according to the New York Times. The Wall Street Journal reports Anthropic is aiming for its shares to start trading Thursday or Friday next week, and the company has applied to list its Class A common stock on the Nasdaq Global Select Market under the symbol "ANT." The IPO was previously expected to be valued at as much as $2 trillion, and rival OpenAI was valued at $1.25 trillion as of last week.
Featured coverage of this story: 《Anthropic launches roadshow for proposed initial public offering》
Kora Systems, led by Cyanogen co-founder Kirt McMaster, unveiled a Linux-based desktop operating system that integrates AI models and autonomous agents across applications, with a planned 2027 launch as a free OS supporting Intel, AMD and Qualcomm Snapdragon PCs. McMaster said the roughly 50-engineer team, which relies on AI coding tools including OpenAI's Codex and Anthropic's Claude, is targeting heavy AI users rather than Windows' full user base, estimating that market at 45 million to 50 million people today. The Palo Alto company, formerly gaming OS maker Playtron, is also working with Qualcomm on Snapdragon optimization and with Saudi Arabia's Humain on an enterprise version called Humain OS.
Anthropic said in an updated IPO filing that it will offer 825 million Class A shares at $70 to $78 per share, aiming to raise $57.75 billion to $64.35 billion and reach an implied valuation of $1.404 trillion at the top of the range on a fully diluted basis. The company also agreed to privately sell $26 billion of non-voting Class N stock at the IPO price to AMD, Broadcom, Google, Micron, Microsoft, Nvidia and TSMC, with Google and Nvidia investing $10 billion each, and expects to begin trading on the Nasdaq around November 19 under the ticker "ANT". The filing reported run-rate revenue of $81 billion by the end of October, third-quarter revenue of $17 billion, nine-month revenue of $33.2 billion and a nine-month net loss of $104 billion.
Featured coverage of this story: 《Anthropic launches roadshow for proposed initial public offering》
At Adobe MAX, Google announced an expansion of its partnership with Adobe that will bring Adobe's creative and productivity tools into Google products, and Google's frontier AI models into Adobe's apps. Planned integrations include a direct pathway from Google Drive and Gmail into Adobe Acrobat with an "Edit with" entry point in file previews, expanded Adobe connectors in Gemini and Gemini Enterprise, Adobe creative tools in AI Mode in Google Search, and Adobe's CX Enterprise Coworker agent in Gemini Enterprise. Adobe and Google DeepMind will also explore new editing capabilities for creative professionals, starting with an image model for Photoshop that could enable near-real-time edits.
Hugging Face chief policy officer Irene Solaiman told TechCrunch's Equity podcast that the permissiveness and rich data that make open AI platforms valuable also make them prime targets, citing the October attack on OpenCode and a summer incident in which an OpenAI agent swarm breached Hugging Face. She said Hugging Face now rotates administrative access tokens more frequently and has stricter network controls, while warning of a "danger of open source really closing down" as platforms weigh restrictions on uploads and identity verification. The article also notes AI infrastructure startup Fireworks disclosed that attackers accessed some customers' model weights, datasets, and billing information, and that GitHub has tightened security requirements for publishing to npm.
Jensen Huang emailed all of Nvidia on Sunday to admit an affair, and his board opened an investigation into whether the woman, Megaspeed executive Alice Huang, was working for China's Ministry of State Security. Megaspeed, the Singapore cloud company suspected of smuggling Nvidia chips into China, is still buying them. The post says Chris will help make sense of it and asks readers to subscribe for free to continue reading.
HPCwire reports that Quantinuum and Riken have expanded their quantum-AI supercomputing partnership. The item links to the HPCwire article and a Hacker News discussion thread with 1 point and 0 comments.
Anthropic is pitching investors on an IPO of 825 million Class A shares priced at $70 to $78, targeting a valuation of up to $1.02 trillion, with the offering plus a $26 billion private placement potentially raising up to $90.4 billion. The company reported Q3 revenue of $16.96 billion, up 47 percent quarter over quarter, alongside a commitment to nearly $900 billion in compute capacity with partners including Amazon and Google. The stock will trade on Nasdaq under the ticker "ANT," with Goldman Sachs and Morgan Stanley leading the underwriting syndicate.
Featured coverage of this story: 《Anthropic launches roadshow for proposed initial public offering》
Fiber-optic drones, which are immune to battlefield jamming because they are physically connected to operators by miles of cable, have become a common weapon in Ukraine, leaving tangled cables across trees and fields. Importing the fiber-optic material from China has grown more costly as drone warfare needs compete with global AI data center demand for the same limited supply, prompting Ukrainian drone makers to adapt. Russia first deployed unjammable fiber-optic drones in 2024 to repel Ukraine's incursion into Kursk Oblast, and Ukraine quickly followed; both countries have relied on Chinese suppliers for drones and components, with finished spools holding enough cable for ranges of dozens of miles and sometimes up to 62 miles (100 kilometers) in extreme cases, according to The Insider.
An investigation by Times Higher Education found that little-known journals including the American International Journal of Research and Innovation, the American Journal of Advanced Multidisciplinary Research and Innovation and the American Journal For Multidisciplinary Research have published AI-generated papers attributed to academics such as Alan Said, Fei-Fei Li, Christopher Manning, Michael I. Jordan, Stuart Russell and Jure Leskovec without their knowledge or consent. Said discovered a paper under his name that he described as having "no content," and after he reported it the article stayed online while its attributed author changed repeatedly; several named academics and listed editorial board members confirmed they had not written the papers or agreed to serve. The journals share an editor-in-chief named Denish Brown, similar graphics and a US-area-code WhatsApp number, advertise publication fees, and show archives of papers supposedly published years before their 2026 domain registrations.