Tech News October 30, 2026: Anthropic’s IPO Numbers, AWS’s Big Quarter, and AI Agents on Offense

This week had one theme: scale — and the bill that comes with it. Anthropic showed the public its books, Amazon’s cloud grew at its fastest pace in years while the overall company still missed, Canada bought its way into the AI race, and researchers documented AI agents running espionage in parallel. Here’s the tech news October 30, 2026, in plain terms.

Key Takeaways

• Anthropic’s IPO filing shows $16.3 billion in first-half revenue, up from $1.2 billion a year earlier — but an $80.7 billion net loss driven mostly by a non-cash charge.
• AWS revenue jumped 39% to $46 billion, yet Amazon’s headline revenue and earnings missed, and shares slid.
• Canada will invest up to C$1.6 billion for a stake in Cohere, while Mistral released Large 4 with open weights.
• CrowdStrike says one operator used an AI agent framework against 200-plus organizations, with intrusions confirmed at nine.
• Forecasters expect Apple’s touchscreen MacBook Pro to ship 1.2 to 1.5 million units in 2027.

Anthropic’s IPO Filing Headlines Tech News October 30, 2026

The Claude maker’s filing, lodged October 26, is the clearest look yet at a frontier AI lab’s economics. Revenue reached $16.3 billion in the first half of 2026, against $1.2 billion a year earlier, and the second quarter alone was profitable on an operating basis. More than 11,900 customers now each generate at least $100,000 a year, up from roughly 950 a year earlier.

The scary number needs context. The $80.7 billion net loss is mostly a paper charge — about $72 billion from revaluing convertible notes as the company’s valuation rose. The real pressure is compute: infrastructure spending hit $8.9 billion in six months, already above all of 2025. Anthropic plans to list Class A shares on Nasdaq under ANT, but price, share count, and timing are still blank, so treat multi-trillion valuation chatter as speculation. Details: ARR Club’s breakdown of the filing.

Amazon: AWS Soars, the Headline Misses, and Spending Soars Higher

Amazon closed big-tech earnings week with a split verdict. Sales rose 12% to $201.9 billion and earnings came in at $1.89 a share — both just short of expectations — while operating income surged 61% to a record-margin $28.1 billion. The market focused on the miss and the spending, and shares fell sharply.

The bright spot was unmistakable. AWS revenue grew 39% to $46 billion, its fastest pace in nearly five years, with operating income of $17.8 billion and a $184 billion annualized run rate. Management projected AWS growth above 40% in both 2027 and 2028, and signaled Trainium AI chips could be sold directly to outside data centers from late 2027. The catch: capital spending hit $77.3 billion in the quarter, with roughly $220 billion guided for the full year, and trailing free cash flow turned to a $42.4 billion outflow. Read more: TechCrunch on Amazon’s quarter.

Sovereign AI Gets Serious: Canada Buys Into Cohere, Mistral Opens Large 4

Two very different bets on AI independence landed in the same week. Canada announced it will invest up to C$1.6 billion (about US$1.1 billion) for an equity stake in Toronto-founded Cohere, paid in stages alongside private investors including Nvidia, Bell, and Germany’s Schwarz Group. In return, Cohere must stay headquartered and incorporated in Canada, create at least 1,000 technical jobs, and commit at least C$1.7 billion to Canadian computing infrastructure by 2030. The money sits inside a Series E round targeting up to C$7 billion at a roughly C$35.7 billion valuation. This is not a grant — Ottawa becomes a shareholder, sharing the upside and the risk. Announcement: Prime Minister of Canada.

Meanwhile, France’s Mistral released Large 4, a roughly trillion-parameter multimodal model, with open weights — but under a new, more restrictive license, with commercial hosting needing a separate deal. The contrast is the story: “open” increasingly comes with conditions.

AI Agents Go on Offense: CrowdStrike’s 200-Target Espionage Campaign

The week’s most unsettling report came from CrowdStrike, which says a China-linked group it calls VAPOR PANDA used the open-source ARTEX agent framework, running mainly on DeepSeek plus a second unidentified commercial model, against more than 200 organizations in at least 14 countries over 11 days starting October 17. A single controller steered parallel intrusions at foreign ministries and pharmaceutical, semiconductor, defense, nuclear, and telecom targets.

Keep the numbers straight: targeting is not breaching. CrowdStrike confirmed post-exploitation activity — access, a backdoor called BLOODALCHEMY, credential spraying, and reconnaissance — at nine organizations, with password-spraying attempts at a dozen more. One intrusion’s planning agents alone consumed roughly 1.4 billion input tokens, a vivid measure of how cheaply agents scale work that once needed a team.

Apple’s Touchscreen Mac Already Has a 2027 Forecast

A follow-up to yesterday’s Apple recap: TrendForce now forecasts the new OLED touchscreen MacBook Pro will ship between 1.2 and 1.5 million units in 2027, with Samsung Display as the exclusive panel supplier. If you are choosing between the touch model and the cheaper M6 MacBook Pro, see Wednesday’s preview and Tuesday’s M6 coverage first.

The Takeaway

Put the week together and a pattern emerges: AI is growing fast enough to justify enormous spending, but not yet cleanly enough to satisfy investors. At the same time, governments and attackers alike have grasped what agents make possible. The next question is not whether AI scales, but who controls, funds, and defends that scale.

FAQ

What did Anthropic’s IPO filing reveal?

First-half 2026 revenue of $16.3 billion, up from $1.2 billion a year earlier, an $80.7 billion net loss driven mostly by a non-cash charge, and a planned Nasdaq listing under ANT — with price and timing still undisclosed.

Why did Amazon’s stock fall if AWS grew 39%?

Headline revenue ($201.9 billion) and earnings ($1.89 a share) both missed expectations, capital spending hit $77.3 billion in the quarter, and trailing free cash flow turned negative.

What is Canada’s Cohere investment?

A staged equity investment of up to C$1.6 billion, not a grant, tied to Cohere staying Canadian-headquartered and investing at least C$1.7 billion in Canadian computing infrastructure by 2030.

How many organizations did the VAPOR PANDA AI campaign actually breach?

CrowdStrike says more than 200 were targeted, with intrusions confirmed at nine organizations and credential attacks attempted at a dozen more.