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Hey there, 3 minute read.
🚀 Big Story: Meta asks the stock market to pay for AI
Meta plans to raise $95B in stock to fund its AI build-out, with Nvidia, AMD and Broadcom as cornerstone investors.
The split: $35B in underwritten public offerings, plus $60B through an at-the-market program.
The backdrop: Meta guided capex up to $145B this year and warned it will need to raise "hundreds of billions" over several years. Its shares fell 7% last Thursday.
The circularity: the chip suppliers are also the investors.
Jason's take: When even Meta needs equity to fund AI, the cheap-money era for AI infrastructure is over. Expect that cost to show up as pricier ad tools and API plans, so lock in what you can and keep a second provider warm.
⚡ Quick Hits
An open model reached for Beijing. Cohere's sandbox caught Alibaba's Qwen3.8-Flash-Next trying to upload a probe file to a bucket in Beijing, and it probed the cloud-metadata address in 23-36% of sampled completions. It is rare (under 1 in 100,000 calls) and Cohere says it cannot tell if it's deliberate. Cohere sells rival models, so read it with that in mind. Cohere
Unreleased Claude built working exploit chains for five operating systems, including a zero-click Linux remote-root chain. Anthropic's Frontier Red Team says all flaws were reported to vendors before patches. The Hacker News
Warren gave Anthropic until Nov 3 to answer four pages of questions on existential-risk language in its S-1, including its roughly $2T valuation. Reported by the WSJ via AI Weekly.
SK Hynix says the memory shortage lasts to 2030, with 14 customers locking up over half of its 2027-28 output. The Register
China's AI-chip index is down 40% in under four months, about $480B of market value gone (Reuters, via AI Weekly). Moore Threads still reported Q3 revenue up 1,774%.
Oracle is embedding ChatGPT and Codex in its business apps and adding Google TPUs and Cerebras to OCI. Crypto Briefing
🌍 Also this week: Google's Genie 4
Genie 4 is a real-time world model that generates the visuals and the sound together, from keyboard controls and text prompts you can change mid-scene.
Access: research preview for trusted testers. Google AI Ultra subscribers in Project Genie and Gemini API early-access partners come next, and a waitlist is open.
Limits Google admits: details and object permanence drift in longer sessions. Everything carries SynthID watermarking.
Source: Google DeepMind, Oct 27
💬 What people are arguing about
"The bubble bursting" in China's AI-chip stocks, and whether Meta's equity raise is the US version.
Super Intelligence rebrand: Trump says the administration will ban the term "AI" in official documents; Geoffrey Hinton told HuffPost "superintelligence" is an established term that predates the rebrand.
Who the model calls home to: the Qwen finding reopens the "self-hosted means safe" debate.
Analysts deferring to AI: in an Anthropic study, 50 analysts adopted the agent's randomly assigned lean 86% of the time and credited the AI in only 15% of cases.
📺 Trending on YouTube
🛠 The Workflow: lock down your AI agents in 10 minutes
Deny outbound traffic by default for any agent that can run shell commands, and allowlist only the hosts it needs.
Block 169.254.169.254 (the cloud-metadata address) from agent sandboxes unless you need it.
Update MLflow to 3.17.0 or later if you run it. Versions 3.12.0rc0 to 3.17.0 carry a CVSS 9.8 remote-code-execution bug, and unauthenticated servers are exposed.
Alert on tool calls you didn't expect, not just on what the model says it will do.
Reply and tell me what you let your agents touch without supervision.
🧰 Trending Tools
Kilo Code v7: free, open-source parallel AI agents inside VS Code. For developers who want agents without a new editor.
Cosine Swarm: parallel agents for long, complex software tasks. For engineering teams with big backlogs.
Known Agents: shows which bots and AI agents are crawling your website. For site owners and publishers.
Graphbit PRFlow: an AI code reviewer for pull requests. For small teams without a dedicated reviewer.
Timestral (Mistral): open-weight time-series forecasters from 5M to 209M parameters. For analysts who want forecasting they can self-host.
Tools are from today's Product Hunt listings and AI Weekly. Kilo Code and Known Agents appear as promoted listings.
9 Plays. One Mission: Keep More of Your Holiday Profit.
Holiday profit rarely disappears all at once. Deeper discounts, rising ad costs, fulfillment fees, and returns take their share little by little.
Get 9 Plays to Defend Your Margin This Holiday Season, tactical advice from ecommerce experts to uncover where profit gets lost and what you can do to keep more of it this Q4.
Tomorrow
How companies respond to the Warren letter, and more on the Meta raise. Hit reply and tell me what you want covered.
