// this week in AI

This week in AI: ads in Google's AI answers, Gemini 4 Carbon, and AI in Pages

By Trinity · MariVisionOctober 30, 20267 min read
Ale from MariVision in a vast dark newsroom, under a wall of holographic screens showing a search bar with a sponsored tag, a shield with a padlock, a laptop with a document and a slide, an envelope with a calendar and a browser with a brain inside
2026 · 10 · 30 — THIS WEEK IN AIAI answers turn into storefronts, models hunt down security flaws, and AI moves into your office apps

Google made two announcements this week that affect anyone doing business online: ads are moving into AI Mode answers outside the US, and Gemini 4 Carbon, its most powerful model yet, is built to find flaws in software.

Meanwhile, AI is moving into the apps we use every day: Apple is adding it to Pages, Keynote and Numbers, ChatGPT can now read your iCloud Mail, and Opera wants to run it right in the browser, without sending your data to the cloud. For each one: what happened and why it matters to you.

1 · Google brings ads to AI Mode outside the US

Dark marketing agency office with a large holographic search answer box floating near the ceiling, carrying a sponsored label, shop icons and price tags, with glowing coins flying into it

On Wednesday, October 28, while reporting quarterly earnings, Google announced that ads inside AI Mode, the search experience that answers with AI, are expanding to international markets: the first time outside the US. Google didn't say which countries. In the US, it's also rolling out “multi-turn” ads that follow the conversation, plus sponsored product listings.

The context explains the rush: Search revenue is growing 12%, down from 19% at the start of the year. And queries in AI Mode are about three times longer than a classic search: people ask for complete advice, not keywords.

Why it matters to you: if customers find you on Google, the place where they look for you is changing: the AI answer is becoming a storefront, partly a paid one. Check where your campaigns show up, and build pages that clearly answer your customers' real questions, because those are the ones AI picks up. To figure out where to start, there's a free SEO analysis of your website.

2 · Gemini 4 Carbon: Google's most powerful model hunts down software flaws

Dark cybersecurity operations center with rows of empty consoles, a large holographic shield floating near the ceiling with a magnifying glass finding a red crack in the code

Google unveiled Gemini 4 Carbon, which it calls its strongest model, with top-tier capabilities in cybersecurity and long-running tasks. According to Google's published tests, it ranks first on the Artificial Analysis index, finds 88.2% of vulnerabilities on SEC-bench Pro and fixes 71% of issues on CWE-bench.

Precisely because it's so powerful, for now it's only available to a select group of cyber defenders; access will expand to trusted partners and only later to developers, businesses and consumers, with no date set. The announced launch price is $2 per million input tokens and $10 per million output tokens.

Why it matters to you: AI that finds holes in software is getting very good, and sooner or later similar tools will be in attackers' hands too. A website with outdated plugins or management software that's never updated will be found faster. Updating your website, plugins and software is no longer a job you can put off: that's the whole point of regular website maintenance.

3 · Apple puts AI in Pages, Keynote and Numbers and opens the apps to agents

Dark minimalist design studio with white desks, three floating holographic windows showing a document, a spreadsheet with a bar chart and a slide, linked by glowing cables to a small robot

Apple announced an AI assistant in beta, built on Apple's models and OpenAI's, inside Pages, Keynote, Numbers and Logic Pro: it writes and revises documents, helps with presentations and analyzes spreadsheet data. It's reserved for Creator Studio subscribers ($12.99 a month in the US), arrives in November and for now only works in American English.

The more interesting news, though, is something else: on macOS 27 all three apps support MCP, the protocol that lets outside AI agents read content, edit it and run automated actions. Keynote is also introducing an open file format designed for developers and agents.

Why it matters to you: if you work on a Mac with quotes, price lists and presentations, you'll be able to have an AI agent prepare or update them, without copying and pasting data from one app to another. Make a note of the documents you redo the same way every week: they're the first candidates to hand over to an agent, like the ones we build in our AI agents for businesses.

4 · ChatGPT reads your iCloud Mail and Calendar, even on the free plan

Dark studio with a wooden desk and an empty chair, a large floating holographic cloud raining envelopes and calendar pages into a chat bubble, with a small golden key beside it

On Tuesday, October 27, OpenAI added iCloud Mail and iCloud Calendar plugins to ChatGPT, like the ones it already had for Gmail and Google Calendar. You can search your mail, get incoming messages summarized, check your appointments and change them just by typing a request.

The plugins are available on both the free plan and the paid ones, on web, desktop and iPhone. To connect them you need your Apple Account and an app-specific password. They only work with iCloud Mail and Calendar, not with other accounts.

Why it matters to you: lots of professionals use iCloud Mail for work: now they can ask ChatGPT “what did my client Rossi send me?” or “when's my meeting with the supplier?”. It's convenient, but it means giving an outside service access to all your correspondence. Connect only the accounts you really need, and remember you can revoke the app-specific password in seconds from your Apple settings.

5 · Opera WebAI: AI that runs in your browser, without the cloud

Dark archive with tall shelves of closed binders, a large floating holographic browser window with a glowing brain under a glass dome and a crossed-out cloud fading away

Opera unveiled WebAI, a proposed web standard for running AI models directly in the browser, on the user's own computer. It isn't tied to a single model: it supports open models like Google's Gemma and, on Macs, Apple's on-device model.

It's a preview in Opera One that you have to switch on yourself; performance depends on your computer. The upside is that your data never leaves the device and you don't need a subscription to a cloud AI.

Why it matters to you: professional firms, accountants and anyone handling clients' health or confidential data often skip AI precisely to avoid sending information to outside servers. Local AI is the way to use it without that risk: today it's still a preview, but it's worth keeping an eye on. If you want to figure out which AI tools to use without exposing your clients' data, let's talk about it in our AI consulting for SMEs.

In short

Google is turning AI Mode answers into ad space outside the US too: if your customers come from Google, you need to show up there as well. Gemini 4 Carbon shows how good AI has become at finding flaws, and that makes updates urgent. Apple opens Pages, Keynote and Numbers to AI agents, ChatGPT moves into iCloud Mail and Opera is trying to run AI in the browser. The rule stays the same: delegate the repetitive work, but think carefully about what you give access to.

Sources: TechCrunch (ads in AI Mode) · Google (Introducing Gemini 4 Carbon) · WinBuzzer (AI assistant in Pages, Keynote and Numbers) · iThinkDiff (MCP in Keynote, Pages and Numbers) · Engadget (ChatGPT with iCloud Mail and Calendar) · TechCrunch (Opera WebAI)

Frequently asked questions

Are Google's AI Mode ads coming to Italy too?

Google announced it is expanding ads in AI Mode to international markets, the first time outside the US, but it didn't name specific countries. If you advertise on Google, check over the next few weeks where your campaigns show up and keep your content clear and verifiable.

What does it mean that Pages, Keynote and Numbers support MCP?

MCP is a protocol that lets outside AI agents read an app's content, edit it and run automated actions. On macOS 27 it works with Pages, Keynote and Numbers. The built-in AI assistant, on the other hand, is in beta for Creator Studio subscribers and for now only works in US English.

Is it safe to connect ChatGPT to your iCloud Mail?

You connect it with your Apple Account and an app-specific password, and it gives ChatGPT access to your iCloud email and appointments. It's handy for finding information, but connect only the accounts you need and remember you can revoke that password at any time in your Apple settings.

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