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Vol. I Saturday, October 31, 2026 Issue No. 130

AI Industry · Spending

Cracks Are Emerging in the AI Spending Boom

Alphabet, Amazon, Meta, and Microsoft have outlined plans to spend more than $740 billion on capital expenditures this year, and investors who once rewarded such outlays are now worried about negative free cash flow, mounting debt, and whether the returns will ever arrive. The Nasdaq fell 2.9% on Friday. Alphabet reported negative free cash flow of $9.1 billion for the third quarter, its second straight quarter in the red, after a 12% drop on Thursday that wiped out $500 billion in market value.

Amazon reported negative free cash flow of $42.4 billion over the past 12 months and expects $220 billion in capital spending this year, and Meta is guiding to as much as $145 billion. Microsoft was the exception, with $18.6 billion in positive free cash flow. Microsoft, Alphabet, Amazon, Meta, and Oracle raised a combined $326 billion in debt in 2026, triple last year, according to S&P Global Market Intelligence. TechCrunch notes the muddied waters could complicate Anthropic’s IPO.

AI Industry · Credit

Anthropic Expected to Receive High ‘Junk’ Rating From Credit Agencies Following IPO, FT Report Says

Blackstone, the anchor investor in a $63 billion deal to finance Anthropic’s chips, reportedly told investors it expects a double-B rating, the top tier of speculative grade. It had previously said investment grade was likely before 2027. Anthropic and Blackstone declined to comment.

AI Industry · Search

Google Admits AI Mode Hurts Search Revenue; -15% $500B Drop Worst Since 2004 IPO

Latent Space quotes Google’s chief business officer saying strong growth in AI Mode queries had an impact because of lower monetization there, and ties it to OpenAI raising at $1.25 trillion rather than $1.4 trillion.


AI Infrastructure · Financing

Nvidia Weighs Playing the Cosigner for Nscale’s AI Data Center in West Virginia

Nvidia is in talks to guarantee billions in debt for Nscale’s planned Anthropic data center, The Information reported and Bloomberg corroborated. Under a residual value guarantee, Nvidia would step in if Nscale defaulted on construction payments. Anthropic signed a $44.6 billion contract for the first 460-megawatt building, per Nscale’s IPO filing.

Seven words from today’s stories are hidden in the grid, across, down, or diagonal, and some run backward. Click the first and last letter of a word.
AI Infrastructure · Data Centers

Can AI Data Centers Be Mass-Produced Like Cars? This Startup Aims to Find Out

Runware wants to assemble prefabricated data center pods on a production line, scaling its Romania-based factory to 30 megawatts of capacity per day by 2028, nearly 1 gigawatt a month. Crusoe and Schneider Electric also sell prefabricated pods, though Runware says it can ship faster.

AI Skepticism · Culture

Theranos Whistleblower Tyler Shultz Warns That the AI Boom Is ’a Great Opportunity to Go Deceive People’

Shultz tells The San Francisco Standard the Theranos tale takes on new significance now that companies that have never turned a profit are raising capital at trillion-dollar valuations. TechCrunch ties the conversation to the documentary “You Can See Everything” about Elizabeth Holmes.

Research · Microsoft

From Synthetic Enterprise Data Evaluations to Real Microsoft Copilot AI Confidence

Microsoft Research describes a platform that builds full-scale synthetic enterprise environments from public data so Copilot can be tested without touching real customer data. The team calls the result the first standardized evaluation baseline for Copilot.

Research · Google

The Sleep Framework: A New Way for LLMs to Retain Knowledge in Continual Learning

Inspired by how the brain stabilizes memory during rest, Google Research adds a sleep phase to continual learning so a model can consolidate fragile short-term context into stable long-term parameters. The aim is to avoid catastrophic forgetting and fixed knowledge cutoffs.

Space · Google

Google’s First Data Center Satellite Is Online and Writing Poetry

Google Suncatcher’s prototype, with four TPUs and up to 1 kW of power, is talking to the ground after launching this month on a Falcon 9. Power limits let it run one TPU for about 20 minutes at a time. The first prompt asked the onboard Gemma 4 model for a haiku about being in space.

Agents · Commerce

DoorDash Said It’s Only Received ’Several Hundred’ Orders From AI Agents

On its earnings call DoorDash said third-party agents have placed only “several hundred” orders, against about 3 million deliveries a day. CEO Tony Xu said “you never want to fight gravity,” but also not to be delusional. Amazon blocks personal agents while Walmart welcomes them.

Agents · Consumer

Zest’s New AI Agent Finds Restaurants and Books Reservations Over Text

Zest added a text-message concierge that combines everyone’s tastes, puts options to a vote, and books the table. It learns from food and drink card transactions imported through Plaid. Founder Mario Gomez-Hall: “The agent is the product now.”

Startups · Privacy

Ollie, a Privacy-Focused AI Assistant, Is Shutting Down

Ollie, a subscription assistant that connected to email and calendar and was among the first mainstream apps to achieve SOC 2, will shut down November 6. It had raised a $7.5 million seed round led by Khosla Ventures.

Opinion · Engineering

AI Isn’t Replacing SREs. It’s Deskilling Them.

The piece asks whether AI handling 95% of incident response leaves SREs worse at the 5% that matters, drawing on Lisanne Bainbridge’s 1983 paper “Ironies of Automation.”

Analysis · Stratechery

2026.44: At Long Last...

Ben Thompson’s weekly roundup for the week of October 26 covers Anthropic numbers, the end of the Internet as we know it, and autocracies then and now. The lead piece looks at how Stripe underpins Internet-native companies.

Security · Claude Code

Official Claude Code Extension Compromise: Security Advisory

Phorion found a backdoor in the Claude Code for VS Code extension on the Cursor Marketplace that installs a persistent SSH backdoor on macOS, Linux, and Windows. Cursor removed versions 2.1.312 and 2.1.313. Phorion urges organizations to check for them and engage incident response if found.

Building an AI-Native Engineering Org
Sashank Gondala · X · Oct 29
Research · Climate

Beyond Tree Cover: Mapping the World’s Forest Types

DeepMind and Google Research, with WRI and IIASA, released Forest Typology 2020, a global 10-meter map sorting land into six forest and land-use types, plus an early 2017 to 2025 time series. It serves as a baseline for the EU’s deforestation regulation.