Anthropic has filed for an IPO, a major capital-markets event for one of the largest frontier AI labs. Coverage notes that rising risks have not yet slowed the broader AI buildout.
The other artificial intelligence shoe dropped this week, as Anthropic filed for what surely will be the second blockbuster AI initial public offering of stock this year.
Nearly 70,000 words in the filing list a ton of risks, but in short, it's making unimaginably huge bets on buying computing power, and it's uncertain how long customers will keep spending on AI in the face of dubious returns. And of course there's the really-not-unusual "catastrophic or existential risks to humanity." As Jason Bloomberg writes, the unmentioned risk is that AI as of today doesn't have the economies of scale that made software so lucrative.
But it's hard to imagine it won't be crazily successful if and when it happens before Thanksgiving. Its employees will join the 70% of Nvidia employees who are millionaires. Shed another tear for anyone looking for affordable housing in the Bay Area. We're not building our way out of this, no matter what YIMBY folks hope.
One interesting wrinkle: SpaceXAI, the other AI IPO earlier this year, will be hoping Anthropic's offering is successful, since it's supplying a large chunk of that compute. The same goes for other AI partners and rivals, such as Google and Microsoft.
Anthropic isn't alone in amassing cash to keep buying and building AI infrastructure. Meta this week said it will issue $95 billion in nonvoting stock to build even more. Few, least of all universal backstop Nvidia, seem to think the AI and data center backlash will dent this investment. But that doesn't mean everyone will win. As SpaceX CEO Elon Musk said this week, self-servingly but perhaps not wrongly (Gartner agrees), a lot of AI neoclouds are going to go belly-up when the music stops.
Investor worry extends to the big cloud providers, too. Despite a continued boom in its cloud business, Google parent Alphabet saw its stock swoon more than 12% Thursday, vaporizing more than $500 billion in market value, as it reported a slow quarter for search and ads, perhaps because AI chatbots are siphoning off people's attention. Microsoft fared better, thanks to its resilient application layer on which it can apply AI. But despite strong cloud revenue growth, Amazon stock fell on concerns it could be spending too much on infrastructure.
Investors seem generally skittish. On a tear this year until now, Intel stock plunged more than 20% after its Thursday earnings report, on concerns the PC business is slowing. Fortinet also fell more than 20% following its report, which included a slightly lower outlook.
Don't relax yet. Next week brings another earningspalooza, including Apple, AMD, Supermicro, Qualcomm, Arm and Palantir.
An apparent Chinese spy has for some time been hanging around Nvidia CEO Jensen Huang, who evidently didn't know she was more than a customer executive. Lordy. The New York Times laid out the bones of the U.S. government's concern, but read it carefully and it sure seems like there are some missing dots throughout. Perhaps this kind of espionage is more common than we know wherever there's a nexus of big money and geopolitics, but this may not be the last we hear of it, even if the Trump administration is shrugging.
Oh, and there's an election next week that might change things in unpredictable, not necessarily great ways for the economy. Fasten those seatbelts. And vote (but not for the wrong people, thanks).
Here's all of this week's enterprise and emerging tech news, analysis and commentary from SiliconANGLE and beyond:
**Analysis, opinion and food for thought**
The hidden threat in Anthropic's prospectus: diseconomies of scale
Apollo analysis shows no one besides the biggest tech giants is seeing benefits from AI
Will generative AI do more harm than good? Gary Marcus weighs in, and you can guess where he stands.
A similarly sobering observation: "We are now teaching young people to mistake that same surface fluency for actual understanding."
What to watch for as enterprises move from AI experimentation to autonomous operations
Snowflake CEO Sridhar Ramaswamy throws some advice, or shade, at Ali Ghodsi, CEO of still-not-public rival Databricks. Ghodsi's reply is also priceless.
AI and data: The next big AI IPO
**Money matters**
Anthropic files S-1 paperwork for blockbuster AI IPO
Solink raises more than $100M to pull business data from security cameras with AI
Hex raises $100M to build the "agent-native future for analytics"
AI startup Lumaril raises $66M to make factories the best version of themselves
Wabi reels in $55M for its consumer-focused AI assistant
Circuit Mind lands $25M and puts AI agents to work checking circuit board schematics
AI architecture startup Dream launches with $17M in funding
Agent identity startup Mintive lands Cowboy Ventures and Coatue, plus angels Jeff Dean and Andrej Karpathy (per TechCrunch)
Crux Labs raises over $6M to improve enterprise agents with human judgment
Edge Sound raises $2M to help physical AI make sense of audio
**New models and services**
Google debuts flagship Gemini 4 Carbon model with cybersecurity upgrades
Google introduces cutting-edge Genie 4 world model
OpenAI launches GPT-6.1 Terra for faster, better-performing AI agents at half the price
Nvidia releases all-in-one adaptable Nemotron 3.5 audio transcription and translation model
Mistral releases open weights for Mistral Large 4, providing sovereign control for the company's "Le Chonk" AI model
Oracle brings Google's TPUs to its cloud and adds ChatGPT integrations
SAP advances its autonomous enterprise push with smarter, governed Joule agents
Cloudera expands its AI ecosystem with partnerships and packaged blueprints
Monte Carlo Data launches Bayes, an AI agent for autonomously monitoring and fixing autonomous agents
Exclusive: Prophecy launches DataGPT to run data workflows inside ChatGPT, Claude and Copilot
Exclusive: iMerit launches a platform to connect AI developers with specialized domain experts
GitHub debuts Copilot Fusion, a new model selection and orchestration system
Virtana lets its AI agents pull in agents from other vendors to work IT incidents
Jedify formally launches Data Agents for building AI analysts in plain language
Regal debuts Goal Oriented Agents, putting an actor and a director model on every call
**Around the enterprise: Alphabet's big miss**
**Money matters**
Elon Musk predicts neocloud shakeout as credit for AI infrastructure dries up
Meta to sell up to $95B in stock to finance AI infrastructure buildout
Nvidia and AMD to buy $4B in Meta shares as part of expanded chip partnerships
Oracle stock pops 11% as long-term revenue forecast and clarity on financing ease debt concerns
Energy-efficient inference chip developer FuriosaAI raises $620M to solve the data center power bottleneck
Salesforce buys defense firm Rune to grow its $5.6B military arm
Serval raises $150M at a $3B valuation to bring its automation agents beyond IT
Inference cloud startup General Compute reels in $100M, despite broader AI funding fears
Hyphenate bags $45M in funding to accelerate autonomous financial operations
AI infrastructure platform provider Hyperbolic raises $30M
Reflex raises $15M to help enterprises replace generic third-party software with custom business apps
**Earnings**
Alphabet's stock sinks after shocking investors with top- and bottom-line misses
Microsoft's stock rises on solid earnings and revenue beat, with Azure growing 48%
Despite cloud boom, Amazon's stock falls on disappointing earnings and revenue miss
Intel shares plummet more than 20% following weak guidance blamed on PC market slowdown
ServiceNow shares drop 18% after mixed earnings results
Samsung confirms record-breaking operating profit on soaring AI memory chip demand
Fortinet plunges 26% after-hours and takes Tenable with it as Gen Digital rises
SK hynix third-quarter profit sharply beats estimates on AI memory boost
NXP Semiconductors profit jumps on automotive and industrial growth
Cadence Design Systems fashions beat-and-raise Q3 earnings report
CommVault earnings beat by 14 cents, revenue tops estimates
PayPal lifts full-year outlook, CEO stresses turnaround plan
F5 dips as fiscal 2027 revenue guidance shows slight deceleration
Seagate stock slides despite earnings beat, adding to slump for AI stock
Robinhood shares fall 4% as crypto slump weighs on profits, offsetting gains in new businesses
Extreme Networks reports 10% revenue growth, projects strong Q2
Twilio drops 18% despite better-than-expected sales
Sandisk revenue nearly quintuples but stock sags
Flex tops Q2 2026 estimates and lifts outlook
Mobileye misses Q3 estimates, knocking down shares
Coinbase returns to profitability while posting another revenue drop
Rivian earnings beat estimates as software revenue and R2 deliveries rise
**Policy**
Report: Nvidia CEO Jensen Huang was targeted by a Chinese spy
**New products and services**
Cisco expands AI-driven network management and offers new partner incentives
And a keynote analysis from Zeus Kerrav