Ep.106 - Tech News Today - 11-12-2026
Nebius is planning between $40 billion and $45 billion in capital spending for 2027, with customer prepayments and contract-backed loans expected to cover as much as 85 percent. A major Microsoft project in New Jersey is already months behind schedule, highlighting the financial risk of funding construction against computing capacity that has not yet been delivered.Gemini 4 Hydrogen is rolling out in Google Search worldwide, with a focus on multipart questions, highly specific requests, and difficult typos. The model is designed to deliver more structured, visual answers and complete tasks two and a half times faster than Gemini 3.8 Flash. It is also coming to AI Studio, the Gemini API, the Gemini app, and the Antigravity development platform.An Outlook disruption that began in the United States and the Americas expanded to users in other regions, leaving people unable to access their inboxes. Parts of the service infrastructure were under elevated load, and connection traffic was being redistributed, but no specific cause had been identified.United Airlines is changing its booking, ticketing, and distribution policies to restrict unauthorized AI assistants acting for customers. The concerns include exposed account credentials, unintended purchases or account changes, misuse of loyalty points, and federal check-in rules requiring a person to acknowledge baggage restrictions.Attackers breached a Fireworks AI development system through its cloud provider and obtained customer billing information and datasets. About one percent of Notion customers were affected, and transcripts from the AI Insights feature were taken. Notion then disconnected from Fireworks and deleted the data it had stored there.AWS Emulator gives coding agents a local environment for testing software against simulated cloud services before deployment. The controlled setup is intended to make agent-generated code easier to evaluate, drawing on earlier distributed-systems techniques that injected failures and recreated difficult network conditions.A committee led by theoretical physicist David Gross has concluded that an AI-generated result proves the existence of pure Yang-Mills theory under standard versions of the problem. The group released both an explanation and a formally checked Lean proof. Some mathematicians maintain that future reviews should take place more openly instead of through a privately selected committee.Google's new Decisions API can evaluate yes-or-no questions, multiple-choice options, and detailed rubrics across text, images, audio, video, and PDFs in a single pass. The Gemini Decision 1 model accepts as many as one thousand independent questions and inputs of up to 256,000 tokens, returning probabilities and confidence scores for tasks such as model routing, tool selection, policy checks, and content grading.Two unions representing interested DeepMind employees have applied to a United Kingdom labor authority to determine whether they have enough support to trigger a legally recognized ballot. Roughly one thousand product-focused employees could qualify, with organizers seeking collective bargaining over how the company's artificial intelligence is developed and used.Synchron has voluntarily paused enrollment in trials of its second-generation Stentrode after identifying a performance problem in the lead that carries signals to implanted electronics. No device safety issue has been found. Lead design and manufacturing have been moved in-house, and enrollment is expected to resume after the system is upgraded.Android XR smart glasses designed by Warby Parker and Gentle Monster are available for preorder ahead of sales beginning December tenth. Prices start at $395 and $449, respectively. Both designs weigh about 41 grams, offer nine hours of battery life, and include a 12-megapixel camera with a recording indicator. Gemini provides voice assistance, but the glasses do not have an in-lens display.Buyers of the $650 F