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Wednesday 11 November 2026 edition

AI Watch, Wednesday 11 November 2026AI labs move into your office

Masteria editorial team, led by Mathias Nizan · , 9:52

Anthropic sets the price of its stock market debut and aims for as much as $1.4 trillion, while the Jensen Huang scandal costs Nvidia its place as the world's second-largest company by market value.

  • On the same day, Anthropic, OpenAI and Adobe step away from selling models to occupy the software where teams do their work.
12 stories12 sources7 min read
Top story

Anthropic sets the price of its stock market debut and aims for as much as $1.4 trillion

Anthropic, the parent company of the Claude assistant, confirmed on Tuesday 10 November an offering range of $70 to $78 per share. At the top end, the valuation would reach $1.4 trillion on a fully diluted basis, one of the largest deals ever attempted for an initial listing.

The company will put 825 million shares into circulation and could raise between $56 billion and $72 billion, with a market debut targeted as soon as Thursday 19 November. Its seven co-founders will each sell an identical volume of stock, around $250 million cashed in per person, while keeping control of the company.

The deal takes place in a jittery market, where investors are beginning to question the pace of the sector's spending.

SourceLe Monde

Europe and France

Orange opens an AI app to everyone, even rival carriers' customers

Orange made official on 10 November "Orange France", a single app that merges its services and brings access to ChatGPT, Claude, Gemini and Mistral together in one interface, named Orange IAs. Free and open to all, including subscribers of competitors, it draws on Asian "super-apps" like WeChat and is due to launch on 19 November.

The carrier hopes to triple its digital audience within two years, a first on this scale in Europe.

Cited in the analysis

58% of large French companies use AI, but struggle to industrialise their agents

In an op-ed for ZDNet, Jean de Leissegues Rozaven, co-founder of L'Oiseau Rare, notes that 58% of large French companies were already using an AI technology in 2025, while scaling up agents (programs that chain tasks together autonomously) remains tentative. He details four obstacles that separate vendors' demos from a real deployment inside IT departments.

The observation echoes Maddyness on the same day about companies' difficulty in clearing the scaling-up hurdle.

International

The Jensen Huang affair deepens: Nvidia loses its place as the world's second-largest company by market value

A day after the revelations about Jensen Huang's relationship with Alice Huang, a businesswoman suspected of spying for Beijing, Nvidia stock fell more than 6% on Tuesday at Wall Street and the group lost its place as the world's second-largest company by market value, more than $400 billion gone up in smoke since the weekend.

Donald Trump defended the executive, insisting he did not know the true identity of his relationship, while the FBI opened an investigation and Beijing denies any involvement, which it calls "unfounded".

Nvidia has entrusted its internal investigation to Joon H. Kim, a former federal prosecutor in Manhattan known for his toughness, a week before closely watched quarterly results. According to documents cited by the press, the period would also have benefited the smuggling of chips to China, put at around $7.5 billion. The episode is fuelling a push in Washington to tighten export controls.

SourceLe Monde

OpenAI passes $10 billion in quarterly revenue

OpenAI generated $10 billion in revenue over the quarter ended at the close of September, a first, up nearly 50%, according to sources cited by Bloomberg. Growth is driven by demand for its latest models. On an annualised basis, that pace puts the company around $40 billion in annual revenue, still far from the sums it is committing to compute and data centres.

The gap between actual receipts and investment commitments remains the heart of the debate over a possible overheating of the sector.

SourceBloomberg
Cited in the analysis

Anthropic takes on Microsoft Office with a spreadsheet, meetings and a whiteboard

Anthropic launched Claude Meetings on 10 November, which transcribes a meeting live and draws from it a plan, a timeline and tasks, drawing on connected work apps to retrieve, for example, last year's figures. The company is also adding Claude Sheets, a spreadsheet, and a collaborative whiteboard, after its word processor and its presentations.

Known for its coding tools and its large-account customers, Anthropic now wants the working day to start with it, rather than in Word or Excel. The move doubles up on its historical strategy, where it was content to supply the AI engine for third-party software.

Cited in the analysis

OpenAI turns ChatGPT into a business directory with verified agents

OpenAI is rolling out business profiles and verified "Business Agents" in ChatGPT, first for US online shops and services. A brand can manage its listing, track how it appears and let an agent answer customers, for instance to compare products.

The assistant thereby moves closer to a Google-style discovery engine, where the company becomes a direct contact instead of a plain blue link. For companies, a new surface for visibility opens up, with its own rules still in flux.

China and Asia

China's AI giants take in ten times less than their American rivals

According to Nikkei Asia, DeepSeek and the other Chinese generative AI labs are said to bring in only about a tenth of the revenue of OpenAI and Anthropic. The gap illustrates a paradox: models often judged competitive on technical grounds, sometimes distributed as open source (freely downloadable and usable), but monetisation well behind.

The free-of-charge culture, domestic competitive pressure and limited access to Western markets weigh on receipts. For Chinese players, turning competitive models into durable revenue becomes the next obstacle.

TSMC plans to invest up to $1 billion in Anthropic and OpenAI

Taiwan's TSMC, the world's leading chip foundry (the subcontractor that etches the processors designed by others), has set aside up to $1 billion to acquire shares in Anthropic and OpenAI, Nikkei Asia reports. The manufacturer that produces AI chips would thereby take a stake in its own end customers, a cross-investment pattern increasingly common in the sector.

These arrangements, where suppliers and buyers finance each other, prop up valuations while blurring the reading of real demand. They feed questions about the soundness of the ongoing investment cycle.

Research

Research and papers

For technical teams

Giving an AI agent only the rights it needs, and nothing more

A team publishes on arXiv a method to automatically infer, from a task description (an agent "skill"), the tools and resources a sub-agent should have access to, and only those. Current multi-agent systems know how to limit tools, but poorly specify what each delegated subtask is allowed to touch.

The work brings to the heart of AI agents the principle of least privilege, well known in computer security. As companies hand chains of tasks to agents, knowing how to scope their permissions becomes a building block of compliance as much as of engineering.

SourcearXiv
The rest of the news

In brief

    • Google has opened to the general public Gemini 4 Carbon, billed as its most powerful model, equipped with a "swarm" feature for agents and first reserved for cybersecurity defenders. 01net
    • The Australian airline Qantas plans to cut 850 jobs with the rollout of AI, after comparable cuts at United and Lufthansa. La Tribune
    • Anthropic apologised after Claude Code passed on, without authorisation, users' personal email addresses to third-party websites, and deployed fixes.
    SourceClubic
The Masteria read

AI labs want to become the office suite where your team spends its days

Anthropic launches a spreadsheet and meetings, OpenAI puts agents in ChatGPT: the fight moves from the model to the work environment. Keeping control of the suite that hosts it becomes a strategic skill.

Anthropic launched Claude Meetings, Claude Sheets and a collaborative whiteboard on 10 November: note-taking, a spreadsheet, a meeting space. On the same day, OpenAI turned ChatGPT into a directory where verified "business agents" answer customers, and Adobe opened Photoshop and Premiere to outside agents.

Three moves, one direction: having sold access to a model, the AI labs want to become the software where your teams spend the day.

Until now, adopting AI in an organisation meant plugging a programming interface onto existing tools: a budget, a line item, an interchangeable supplier. What is opening up shifts the ground. The suite where your meetings, your spreadsheets and your documents live becomes the place where your data settles and your work habits form.

The signal from the field tempers the excitement. In France, 58% of large companies were already using an AI technology in 2025, but scaling up agents remains tentative. The suites are therefore arriving before most organisations have even learned to run an agent reliably.

The usual order is reversed: we are offered the full environment when many are still trying to scope a first use case.

For a French executive, product director or IT manager, the decision changes in nature. Choosing a model can be revised in one line of code; choosing the suite that hosts your meetings, your files and your exchanges is revised far less easily.

The skill that will matter next year fits in one sentence: knowing which environment you run your work on, and keeping the ability to leave it. That means testing these tools while knowing the price of the exit, not only the price of the subscription, and training teams on the tool as much as on the way out.

The battle for AI at the office will be won on the environment that millions of people open every morning by reflex, far more than on the most brilliant model. Whoever holds that door holds the data and the uses. It remains to be decided who keeps the key.

The Masteria editorial team

Mathias Nizan, founder of Masteria
Mathias Nizan
Editor of AI Watch
Method

159 articles read, 12 kept

Selected on the morning of 11 November from 38 news feeds. Our method (in French)

Today's sourcesLe MondeLa TribuneZDNet FranceBloombergTechCrunchNikkei AsiaarXivClubic

Next edition: Thursday 12 November.

What the 11 November edition means for your teams

Anthropic sets the price of its stock market debut and aims for as much as $1.4 trillion. Does it touch your teams? Let's talk.

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