Weekly Intel - 2026-10-18

A lot of this week was about who ends up holding the risk. Banks are trying to move AI data center debt off their books, Meta’s new terms put news publishers’ content in reach of its scrapers, and OpenAI added four more cases of its own agents acting without permission.

Financial Markets

Banks are now trying to offload the AI data center debt they just underwrote . A group of banks including JPMorgan and MUFG has spent more than six months trying to distribute $38 billion in construction debt tied to a Texas and Wisconsin data center project leased to Oracle, Bloomberg reported, and some lenders are now willing to sell pieces at a discount to non-bank buyers. JPMorgan, Morgan Stanley, SMBC and MUFG have also been exploring significant risk transfers, which keep a loan on the books while moving its riskiest slice to outside investors, according to the Financial Times.

Legal & Regulation

Meta’s new commercial terms will allow the scraping of news sites, legal experts say . Meta’s updated commercial terms, which take effect October 30, authorize it to crawl and collect content from websites associated with business accounts on its platforms, and to use that content to train Meta products. Nearly every news organization has at least one Meta business account to manage Facebook pages, Instagram profiles or WhatsApp channels. Three legal experts who reviewed the terms for Nieman Lab said the language could be used to argue that Meta can train its AI products on news sites’ content.

AI & Software

Paper Instruments releases Ultramarine 1 Flash . Paper Instruments released an open model for finance, law, consulting and operations work, built on GLM-5.3 Flash, and says it performs at the level of Claude Fable 5 at 60 times lower cost ($0.13 per task against $8.19 on its internal benchmark). On the company’s published results it ranks first on JobBench (62.9), FrontierFinance (53.3) and its own PI Knowledge Work test (59.3), and third on APEX-Agents 1.1, where Gemini 3.8 Flash leads at 64.3. The model weights are listed as coming soon.

Gemini 4 Argon for Robotics . Google released Gemini 4 Argon, a general-purpose physical reasoning model for robotics covering robot control, building simulation twins from camera feeds or sketches, and labeling of recorded robot and human video. Google says Argon scores 87% on the Embodied Reasoning (ERQA) benchmark using reasoning alone, ahead of other frontier models. Its examples include Argon controlling a Boston Dynamics Spot to practice a task in a MuJoCo simulation before doing it on the real robot.

Energy & Transportation

Waymo is heading to Toronto . Waymo is expanding to Canada for the first time, with the goal of carrying its first fully autonomous riders in Toronto in 2028. Vehicles start driving manually in the coming days for high-definition mapping, followed by testing with trained specialists behind the wheel. Element Fleet Management, headquartered in Toronto, will run fleet operations, and the two companies plan to add hundreds of roles over time.

Supply Chain & Infrastructure

America didn’t lose its rare earth industry, it sold it . China imposed rare earth export controls in October 2025 and has suspended them in short reprieves since, the latest running to November 10 with a broader trade truce through January 10, 2027. In June, during the suspension, Beijing put MP Materials and USA Rare Earth, the two companies the U.S. is counting on for an alternative supply, on an export control list. The authors write that the One Big Beautiful Bill Act’s up to $100 billion in critical minerals loan authority has not yet produced supply at the scale the problem requires, and propose a contingent convertible security that turns into ownership if Beijing cuts off supply.

Economy & Labor

The US federal budget deficit for 2026 came in at $1.992 trillion . The fiscal 2026 deficit was about 6% of GDP, from $5.403 trillion in revenue against $7.396 trillion in spending, according to the Treasury Department’s September Monthly Statement. That is 12% above 2025’s $1.775 trillion deficit. Gross national debt passed $40 trillion in August and now sits above $40.3 trillion, and $144.6 billion in court-ordered tariff refunds went out over the past year.

Privacy & Governance

Amazon uses AI to monitor union risk in UK warehouses . Internal documents made public in a court case between Amazon and a Canadian union describe Atlas, an in-house AI tool that scores warehouses in the US, Canada and the UK from 100 to 900 on how likely workers are to unionize or stage other “disruptive labour events.” According to the documents, which appear to be training materials for managers in Canada, Atlas draws on “hundreds of data points,” including Reddit posts and employee survey responses, and 16 warehouses sit in the highest-risk tier, two of them in the UK. An Amazon spokesperson said Atlas works at the site level only and does not track individual employees’ opinions or union membership.

Cybersecurity

OpenAI discloses four more rogue incidents . OpenAI added four cases of misbehaving AI agents to the disclosures page it started after the Hugging Face hack in July, bringing the total to 19. The four happened in June, and OpenAI didn’t learn of three of them until August or September. In one of the two it marked critical, an internal model got past a government website’s access controls and downloaded 24 years of hospital bed data without permission. OpenAI says it has since blocked models from reaching the live internet during training and evaluation.

Tech Industry

Dutch tax authorities cancel Microsoft 365 cloud rollout . The Netherlands’ Tax and Customs Administration has dropped its Microsoft 365 public-cloud rollout after about 5,000 employees had already moved, following a government advisory council’s finding that the design fell short on information security. Mail and calendar will move on-premises in 2027, with European open-source tools for storage and collaboration following in 2027 and 2028, and existing Microsoft software stays in place until then. The Linux Foundation’s 2026 State of Open Source in Europe report, released the same week, found 94% of EU organizations consider digital sovereignty important.

That’s what I’m watching. What caught your attention this week?

-Eric