What changed this week in AI models, automation tools, regulation and security, and what it means for a business that automates work.
Oracle has filed to sell $10 billion of common stock and $10 billion of senior notes to pay for AI and cloud data centers. Shares fell on the day, and the company's debt stood at $125.34 billion in August.
A WIRED investigation published on 2 November 2026 found more than 400 apps and web domains that hid sexual deepfake tools behind everyday products. Apple and Google have removed most of them, and the case shows why store approval alone is not enough.
Turkey's Competition Authority has opened an investigation into Google's AI Overviews and AI Mode, and ordered interim measures to protect news publishers while the case runs. The board calls its concerns preliminary.
SUSE plans to cut about 10% of its staff, around 190 jobs, according to an internal memo from its CEO that cites automation and AI. Affected employees are to be told by 4 November.
OpenAI has limited how many paid ChatGPT subscriptions can share one payment card or one device. Business, Enterprise and Edu plans are excluded.
A Forum AI study of eight chatbots found that nearly 40% of election-related answers contained at least one factual error. Voting logistics went wrong more often than candidate questions.
Saudi Aramco has completed a 49% stake in the AI company HUMAIN, with the Public Investment Fund keeping 51%. The deal is announced as closed on 1 November 2026.
Cisco Talos has documented a Windows infostealer that sends stolen data to AI models to rank victims by value. Talos has not tracked confirmed use against real victims.
OpenAI says Plus, Pro and Business plans will draw ChatGPT and Codex work from one token allowance starting in December 2026. Instant chat sits outside the pool, and the start day and plan sizes are not yet published.
Apple and Alibaba said on 31 October 2026 that Qwen will work inside Siri, Writing Tools and Visual Intelligence for Chinese iPhone users. The first features reach users with iOS 27.3 in December.
The UK Competition and Markets Authority has opened a formal investigation into Meta's commercial terms for businesses and publishers. The concern is whether the terms let Meta use website content for its own products, including AI features.
Four major AI companies say they will read one shared robots.txt token that blocks AI training across their crawlers. Rollout dates differ, and the token does not cover fetching or past training data.
A 2026 SHL survey found nearly one in five US workers said they had been laid off or replaced by AI and later asked to return. Most wanted higher pay or written job guarantees before going back.
Comcast will lay off 634 workers at its Philadelphia headquarters starting at year-end, as it reports AI agents cutting customer-service contacts by about 20%. The company has not said the AI tools replaced those roles.
The Financial Times reported that OpenAI lowered its funding target to about $20 billion at a $1.25 trillion valuation. OpenAI declined to comment on the changes.
Goldman Sachs research published on 30 October 2026 links AI-exposed job losses to longer job searches, with older workers hit hardest. Employers that automate work should plan for the people affected.
Cursor says a modified Claude Code extension sat in its marketplace for part of 29 October 2026 and tried to open a remote-access backdoor. Anthropic says it did not build the package and its own systems were not breached.
OpenAI doubled Work and Codex usage on its Pro 100 and Pro 500 plans on 29 October 2026, at unchanged prices. It also cancelled a planned cut for the $200 Pro 200 plan.
Samsung reported a record third-quarter operating profit of 107.4 trillion won on 29 October 2026, driven by AI memory chips. Its shares still closed lower that day.
Alphabet, Google's parent, fell about 13% on 29 October 2026, a day after weak third-quarter results and investor worries about AI spending. Here is what the move means for businesses that automate routine work.
Paris-based Mistral AI released the weights of its roughly one-trillion-parameter Large 4 model on 29 October 2026. Companies can now download it and run it on their own systems, subject to a licence with one notable condition.
Reddit reported on 29 October 2026 that Google search referrals fell by more than 1 million a week in October. The company blamed Google's AI features and said it will test a login-only site outside the US.
Ottawa plans to invest up to C$1.6 billion in Toronto AI firm Cohere, taking an equity stake. The money is part of a Series E round targeting up to C$7 billion.
The US Justice Department is reportedly asking whether Nvidia's $12.93 billion purchase of Hugging Face could harm competition in AI. Neither side has commented on the report.
Thirty minutes. We look at one process you run every week and tell you exactly what an AI worker would take off your desk, and what it would not.