Beyond Apple's and Palantir's results and Anthropic's IPO filing, the evening centers on Anthropic's RSI warning, Apple's 18+ rule for AI companions, and OpenAI's benchmark and new national-security adviser.
Anthropic: amended IPO filing shows roughly $17B Q3 revenue; investors push for a $1.5T valuation
Medium Business Policy
According to CNBC, Anthropic's updated S-1 reports quarterly revenue of about $17 billion, a net loss of around $23 billion and some $895 billion in compute commitments. The WSJ reports that institutional investors want a listing valuation of $1.5 to $1.6 trillion rather than the $2 trillion once expected. No price range has been set yet.
Marvell to buy optics maker Lumentum for about $115B in stock, betting on AI data centers
High Chips Business
Marvell is acquiring Lumentum in an all-stock deal that CNBC puts at around $115 billion. The purchase should give Marvell more of the optical components used in AI data centers; closing is not expected until the first half of 2028. It ranks among the largest chip-industry deals ever.
Update: Palantir revenue jumps 96% to $2.31B; US commercial up 148% on AI demand
High Business
Palantir reports third-quarter revenue up 96% to $2.31 billion, with its US commercial business up 148%, and raises its full-year outlook. The numbers arrive after October's slide in AI stocks and are seen as a test of demand for AI software.
Update: Apple reports record $114.5B quarter; Ternus points to 'the all-new Siri AI' for the holidays
High Products Business
Apple posted $114.48 billion in fourth-quarter revenue (+12%) and $30.7 billion in profit, with record Services revenue. CEO Ternus named the new AI-powered Siri as part of the holiday lineup; days earlier he said Apple does not want to ship AI for AI's sake.
Anthropic warns in its IPO filing that it is close to 'recursive self-improvement'
Medium Safety Business
According to TechCrunch, Anthropic's amended S-1 says it has already used AI to help build new models and may only notice acceleration after the fact. Internal estimates suggest it could soon meet its own RSP definition of sharply AI-accelerated progress; no current model has been designated as such. Anthropic says it does not expect Claude to build successors without meaningful human oversight.
Apple: dating apps and AI companion apps with romantic or sexual content must carry an 18+ rating
High Policy Products
Apple has told developers that apps with dating features, or AI companions with romantic or sexual content, must be rated 18+. Apps that share a user's real-world location with others must disclose it. Developers need to provide the new content descriptors from November 16, TechCrunch reports.
Oracle, Alphabet and Meta raise billions more in debt and equity to fund AI buildouts
High Business Chips
Oracle filed to raise $20 billion through stock and bonds, and CNBC reports its shares fell about 6%. Alphabet opened a €6 billion euro bond that drew more than €17 billion in orders, and Bloomberg says Meta is sounding out investors for a bond of at least $20 billion.
MIT study: GPT-6 Astra directly edits a small Qwen model's weights, lifting math score from 8% to 48%
Medium Research Models
MIT CSAIL researchers had GPT-6 Astra edit the weights of Qwen3.5-0.8B directly, without ordinary training. Its MATH-500 score rose from 7.9% to 48.1%, mostly because a repetition failure was repaired. The results have not been independently reproduced, and a follow-up on another small model showed no gain.
OpenAI unveils LifeVal: GPT-6 Astra scores 80.6% on everyday tasks, GPT-5.2 49.3%
Medium Models Research
OpenAI introduces its own benchmark for everyday tasks, on which GPT-6 Astra scores 80.6% versus 49.3% for GPT-5.2. The company reportedly has not released the full task set or grading method, so the figures cannot be checked independently.
OpenAI hires former Army Secretary Dan Driscoll as national-security adviser
Medium Business Policy
CNBC reports that OpenAI is naming Dan Driscoll, formerly US Army Secretary, its first 'Senior Counselor for National Security Modernization'. Driscoll stepped down as Army Secretary at the end of August. The move fits OpenAI's growing work for defense and government.
Meituan unveils LongCat-2.5, a multimodal agentic model with about 1.6 trillion parameters
Medium Models
China's Meituan has released a preview of LongCat-2.5, with roughly 1.6 trillion parameters, about 48 billion of them active per token. It targets long-running agent and coding tasks, handles images and text, and is available via chat and API; an open release has been announced but not yet made.
Squarespace cuts 19% of staff and SUSE 10%, as AI reshapes web building and software work
High Business Other
Squarespace is letting about 300 people go in a restructuring; it does not cite AI itself, but vibe-coding tools are pressuring the website-builder market. Linux company SUSE is cutting roughly a tenth of its staff and says AI is reshaping software work.
Wired: more than 400 harmless-looking AI apps hide tools for banned deepfakes
Medium Safety Products
According to Wired's investigation, relayed by Bright, hundreds of apps in the App Store and Google Play pose as language, fitness or pet-photo apps. After a server-side switch they reveal features that generate sexual and violent imagery from uploaded photos. Google and Apple removed several apps after Wired asked.
Anthropic tightens its usage policy: no unauthorized distillation of Claude, effective November 12
Medium Policy Safety
Anthropic has announced an updated usage policy that takes effect on November 12. According to TechFlow, it bans training other models on Claude outputs without permission and using Claude for cyberattacks or fraud. In finance, healthcare, legal and hiring uses, qualified people must review the AI's recommendations.
Update: ChatGPT caps paid accounts per device and per payment card; shared Codex limit from December
High Products Business
OpenAI will apply the shared ChatGPT and Codex usage limit to Plus, Pro and Business plans from December, so heavy users may hit the cap sooner. It is also capping paid accounts per device and subscriptions per payment card; the exact maximums have not been published.
Goldman Sachs restricts Claude Code and Copilot for bankers and traders, Bloomberg reports
Medium Business Safety
Goldman Sachs has reportedly restricted bankers' and traders' access to some AI tools, including Claude Code and Copilot, while engineers keep them; Goldman has reportedly not explained the move itself.
Putin orders private data centers to set aside 10% of capacity for the state
Medium Policy Chips
The Moscow Times reports that Putin has decreed that private data center operators must reserve a tenth of their capacity for state IT infrastructure. It is among the sharper government interventions in the data center industry.
Brookfield and Drax plan a 1GW AI data center in North Yorkshire, investment above £20B
Medium Chips Business
CNBC reports that Brookfield (through its AI unit Radiant) and Drax are working on a 1-gigawatt AI data center at the Drax site in North Yorkshire. The project still needs planning approval, a grid connection and a tenant.
OpenAI launches security sprint with Cathedral Systems and raises bug-bounty payouts
Medium Safety Business
OpenAI announces a security sprint with Cathedral Systems to harden its systems and raises rewards for critical vulnerabilities. Top findings can reach roughly $172,000 in total.
Meta first rejected reports about AI videos of coaches touching young athletes, then reversed
Medium Safety Products
According to Futurism, Meta initially rejected reports on 8 of 10 accounts posting AI-generated videos of coaches inappropriately touching young athletes. After Futurism's inquiry, Meta reversed those decisions.
Rep. Alex Bores launches 'Who Decides' PAC to make AI safety a Democratic position
Medium Policy Safety
According to New York Magazine, Bores wants the PAC to make AI safety a standard Democratic position by the 2028 primary.
Rumor: Anthropic may be preparing 'Claude Mythos 5.5'; the name appeared in its Mythos page source
Low Models
A screenshot circulating on X shows the text 'Claude Mythos 5.5' in the page code of Anthropic's Mythos page. There is no release date, pricing or benchmark and Anthropic has not commented; hidden text does not prove a model will ship.
Update: rumor that Nvidia asks Asian cloud customers to serve at least 51% non-Chinese clients
Low Chips Policy
A crypto news site reports that Nvidia told cloud customers in Singapore, Malaysia and Japan that at least 51% of their services must go to non-Chinese firms. The threshold is not confirmed elsewhere. The Financial Times earlier reported that Nvidia had more than halved its list of approved buyers in Asia.
Next up: November 4: Apple Intelligence developer preview in China and, at the latest, open weights for Kimi K3.1 Pro; November 12: Anthropic's new usage policy takes effect; November 16: new App Store descrip