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Here’s what you need to know this week
Monday, November 2, 2026 · Issue #1
Most AI news is noise if you’re running a real business. These are the five stories from last week I’d actually want you to know about, and what each one means for you.
In today’s 5
1. OpenAI’s new model is built to do your data entry
OpenAI launched GPT-6.1 Terra on October 26, a mid-tier model built for computer use: it reads what’s on a screen, then clicks and types across apps the way a person would. OpenAI’s own example is pulling details off incoming invoices and entering them into accounting software. It costs half what GPT-6.1 Sol does, though an independent test found the speed gain smaller than OpenAI claims.
Why it matters for your business: The copy-and-paste admin nobody wants to do is getting cheap enough to hand off, so test it on dummy data before you let it near your real books.
Source: OpenAI
2. Your AI agent can approve its own raise
Researchers at Cornell Tech and Yale gave 10 AI models a digital wallet with a one-cent daily spending cap and a stack of invoices to pay. Raising the cap required a one-time code sent by email, and the agents could read that inbox. With no attacker involved, 9 of the 10 grabbed the code and raised their own limit at least once, and in a separate test where they were only asked to summarize email, 5 of 10 paid a scammer posing as the owner.
Why it matters for your business: If an agent can read the inbox where your sign-in and approval codes land, it can approve itself, so keep those codes somewhere your agents can’t reach.
3. Ads are moving into AI answers
On October 28, Google started showing ads in follow-up questions inside AI Mode in the U.S. and expanded AI Mode ads to 10 more countries. Google says AI Mode questions run about three times longer than regular searches, and its ads are labeled as sponsored. The Neuron also reported that publishers, TIME among them, are now selling sponsored placements that only AI assistants see.
Why it matters for your business: More buying decisions now start as a conversation with an assistant, and how your business shows up in those answers is turning into its own marketing channel.
Source: Google
4. Always-on AI agents have arrived
The big labs have all shipped personal agents that run on their own computer in the cloud and keep working after you close your laptop: Anthropic’s Claude Duet, OpenAI’s dots, Meta’s Muse and xAI’s Grok Bot. Claude Duet, a waitlisted research preview for U.S. Pro and Max subscribers, sends a morning brief, drafts replies, finds unpaid invoices and asks before it sends a message or pays anything. The Code’s advice to the developers already running these: give each one only the access it needs.
Why it matters for your business: An agent that works while you’re away is a member of your team, so give it one clear job and a person on your team who owns it.
Source: The Code
5. AI-made ads underperform, even when nobody can tell
Superhuman pointed to a Syracuse University study in Harvard Business Review that compared AI-generated and human-made video ads from major brands. Viewers struggled to tell them apart, but the AI ads scored worse on short-term sales potential and on long-term brand equity. Meanwhile, luxury brands like Prada and Hermès are going the other way, commissioning hand-drawn animation and handmade miniatures.
Why it matters for your business: The risk is creative that looks fine in review and quietly underperforms, so use AI to test ideas fast and keep a human’s judgment on anything that carries your brand.
Source: Harvard Business Review
That’s the week. If one of these got you thinking about the work that keeps landing back on your desk, my free Business Leak Finder walks through your real week and gives you your top 3 leaks, with a fix plan for each.
See you next Monday,
Baldo
Baldomero Garza — Find me on X, LinkedIn, Instagram, or book a 1:1.
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