Anthropic IPO Filing Reveals Finances & Meta's $95 Billion Stock Raise - Tech News (Oct 27, 2026)

An AI system may have just knocked down one of the foundational assumptions in computer science, and the company behind it says it wants no credit for it. We'll get to that in a moment. Welcome to The Automated Daily, tech news edition. The podcast created by generative AI. I'm TrendTeller, and today is October 27th, 2026. We've got a full plate: Anthropic's IPO paperwork finally shows its cards, Big Tech keeps chasing capital for AI, a few uncomfortable security stories, and an energy milestone that forecasters kept getting wrong. Let's get into it.

Anthropic IPO Filing Reveals Finances

Let's start with the money, because there's a lot of it. In the story we've been following, Anthropic has now filed for its IPO and plans to list on the Nasdaq under the ticker ANT. The S-1 is our first detailed look at the books, and the numbers are striking. Revenue hit 4.6 billion dollars in 2025, then 16.3 billion in just the first half of 2026, roughly fourteen times the prior year. The company even posted an operating profit of nearly a billion dollars in the second quarter. The catch is compute: Anthropic has about 637 billion dollars in commitments with cloud and chip providers, much of it hard to unwind. The prospectus is also unusually blunt about risk, warning that advanced AI could help create bioweapons or slip beyond human control. Investors are being asked to weigh huge growth against equally large obligations.

Meta's $95 Billion Stock Raise

Meta, in a new development, says it may raise up to 95 billion dollars through common and preferred stock sales to fund its AI build-out. That's a striking figure even by Big Tech standards, and a reminder of how expensive this race has become.

China STAR 50 AI Selloff

Not every market is cheering, though. China's STAR 50 index, packed with AI and chip companies, has dropped about 40 percent in less than four months, erasing roughly 480 billion dollars in value. Concerns about AI valuations, demand, and China's own export restrictions are all feeding the slide.

Microsoft Offers Voluntary Exit Packages

Meanwhile, Microsoft is offering voluntary exit packages to staff in the US, the UK, Canada, and India. Around 60,000 employees are eligible, though that's not the number expected to leave. It's part of a wider push to cut costs and reshape the company around AI spending.

Nvidia Eyes Per-GPU Software Fees

Nvidia wants a bigger slice of the software pie. Speaking at GTC Berlin, Jensen Huang said the company is considering charging about 2,000 dollars per GPU per year for software that runs AI agents in what he calls AI factories. Details are thin, including which software is covered, but the direction is clear: Nvidia doesn't want to be just a chip company. And on the hardware side, Google Cloud announced new instances built on Nvidia's next-generation Vera Rubin platform, aimed at training the biggest multimodal models and serving them in real time.

Google Cloud A5X Vera Rubin

Now, back to that teaser. OpenAI has expanded on the research results we covered earlier. Beyond proving the local smoothing conjecture in every dimension, the company claims its models refuted the Exponential Time Hypothesis, a widely held assumption about how hard certain problems are to solve, and produced a rigorous existence result connected to particle physics. If the complexity claim holds up, it would be a very big deal. OpenAI says outside academic experts will act as shepherds to verify and explain each result, that those experts stay independent, and that OpenAI will claim no academic credit. Healthy skepticism is warranted until the verification is done.

OpenAI Research Claims Get Shepherds

OpenAI also released GPT-6.1 Terra, pitched as a faster, cheaper model for coding, writing, visual analysis, and operating a computer. Notably, it earned a Critical rating for cybersecurity capability under OpenAI's own safety framework, a sign it's both more useful and more open to misuse.

GPT-6.1 Terra Critical Cyber Rating

Staying with AI and software development, two teams shared how they review code when machines write most of it. Anthropic's Claude Code team says it moved most checks earlier and lets Claude handle much of the review, saving human attention for judgment calls. The result: more than double the merged pull requests, with reverts down over 40 percent. The team behind Kiro tells a similar story, merging around a thousand pull requests a week by leaning on stronger testing and automated checks rather than human reviewers alone. The common thread is that review is becoming a risk-management system, not a reading exercise.

AI Code Review at Scale

Steve Yegge takes that thinking into the enterprise with what he calls the Counting House. The idea is to treat AI in places like customer service and insurance claims as a tightly controlled operation, where models only take on tasks after proving they match human quality, and never get direct write access to critical systems. It's a cautious, practical blueprint. Along similar lines, IBM introduced tools to discover, identify, and monitor AI agents across a company, so someone always owns an agent and its actions can be traced.

Yegge's Counting House Enterprise AI

On to security. Researchers are tracking attackers who pose as IT support on Microsoft Teams, talking employees into granting remote access. No fancy malware required, just trust. In Ukraine, the national CERT warned of unauthorized access to Dahua surveillance cameras through authentication weaknesses, which can expose footage and open a path into wider networks. And a researcher who gained full access to a 2025 Samsung smart TV says it tracks far more than what you're watching, another reminder of how much data connected devices collect.

IBM Tools for AI Agents

Also from Ukraine, an update on the Starlink dispute: Kyiv rejected Elon Musk's claim that its military misused the service for offensive drone strikes, and said restrictions that had disrupted critical connectivity have been lifted.

Teams Scams and Dahua Cameras

For Apple, the iPhone Duo durability story continues. More owners report screens cracking along the crease after just hours or days, some describing a crunching sound while unfolding, plus white patches and other display failures. Not a great look for one of Apple's biggest launches in years.

Samsung TV Tracking, Starlink Dispute

Instagram, after years of pushing short Reels, is testing a format called Features that allows videos up to 90 minutes long. The goal is obvious: keep viewers and creators from drifting over to YouTube.

iPhone Duo Screens Cracking

And in deal news, DoorDash is reportedly in advanced talks to buy Instacart at around a 17 billion dollar valuation. The deal could land this week, or fall apart, but if it closes it would reshape food and grocery delivery.

Instagram Tests 90-Minute Videos

For developers, Python's experimental JIT compiler is likely headed out of the main CPython branch. Its maintainers withdrew the proposal meant to secure long-term support, saying they lack the bandwidth. The steering council is clearly drawing a firm line between promising experiments and features ready for the core.

DoorDash Nears Instacart Deal

Ben Thompson argues the open public internet is effectively over. Blogs got squeezed, social media turned into entertainment, real conversation moved to group chats, and AI makes the public web even riskier. His silver lining: AI also makes it cheap to build software for tiny, trusted groups, or even a single person. Smaller, he says, is the new winning strategy.

Python JIT Compiler Likely Removed

Finally, a milestone in energy. According to Ember data analyzed by the BBC, solar generated 13 percent more electricity than nuclear worldwide over the twelve months to September. Cheap panels, massive Chinese manufacturing, and affordable batteries drove it, after years of forecasts that underestimated growth. The bottleneck now is less about panels and more about grids and storage.

That's it for today's episode of The Automated Daily, tech news edition. From Anthropic's balance sheet to solar's quiet climb past nuclear, it's been a day of big numbers and bigger questions. I'm TrendTeller. Thanks for listening, and I'll catch you tomorrow.

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