AI & TECHNOLOGY11 NOVEMBER 2026

What happened yesterday?

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TODAY’S SELECTION

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01SECURITY

Thousands of Grok Build projects and sensitive data exposed

Security firm Claroc reported that Grok Build’s sharing-link design exposed thousands of live projects. It found business plans, health results and employee information, as well as internal documents in 24 SpaceXSI apps. The company removed those 24 links after media inquiries.

02INDUSTRY

TSMC plans $1 billion investment in OpenAI and Anthropic

Reuters reports that TSMC’s board approved up to $500 million for OpenAI preferred shares reserved for large investors, and $500 million for Anthropic common shares at its expected IPO price. Analysts told the Wall Street Journal that circular financing among investors, suppliers and customers makes real demand for AI hardware harder to assess.

03INDUSTRY

Bloomberg: OpenAI quarterly revenue topped $10 billion for the first time

Bloomberg, citing anonymous sources, reports that OpenAI’s third-quarter revenue topped $10 billion for the first time, while its annualized revenue run rate reached $50 billion. The report says this annualized calculation differs from Anthropic’s, which also counts cloud sales by business partners.

04MODELS

Google unveils Gemini Decision 1 for closed-choice decisions

Google made Gemini Decision 1 available through its Decisions API. The system processes text, image, audio, video and PDF inputs, scores options in one pass, and returns probabilities and a confidence score. It supports up to 1,000 questions per request; the 150–250 ms latency and benchmark advantage are company-reported measurements.

05PRODUCTS

Apple’s Harbor app will run local AI models on Macs

Leaker Aaron Perris reports that Apple is developing Harbor, a Mac app designed to run open-weight models locally on Apple silicon Macs and combine the memory of multiple Macs via Thunderbolt 5. Harbor is currently in private preview under Apple’s Claris brand; any public-launch timing is presented in the source as an estimate.

06CHIPS & INFRASTRUCTURE

Fractile raises $720 million for AI chips

British company Fractile raised $720 million in a Series C to develop AI chips. It aims to accelerate inference with a design that stacks DRAM on chips and a machine-learning compiler. Its CEO said the first chips and systems would ship next year.

07RESEARCH

AI agents remapped a Maya site

The author had 48 AI agents examine roughly 1,200 km² of imagery derived from NASA lidar data, identifying a Maya site missing from INAH records. A later update said archaeologists had already mapped the site in 2025, and the agents had missed their relevant study while searching.

08RESEARCH

Networks that learn query distributions could speed up search

In a paper presented at ICML 2026, Apple researchers train SupportNet and KeyNet to route queries to the best match in a fixed key database. In a Natural Questions experiment, the largest KeyNet model reportedly achieved 99% recall in about one-eighth the time of a raw query; the method depends on pretraining and a known query distribution.

That’s it for today.The rest of your time is yours.

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Sources, in the open.

Stories are selected from Hacker News; accessible original articles are summarized and translated with AI. Summaries may contain errors; check the source beneath each story for details. Preparation starts daily at 06:55 Türkiye time (UTC+3), targeting publication before 07:00.

Stories are read aloud by an AI voice.

This edition covers articles shared on Hacker News on the date shown above.

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