Notes on AI that actually helps.

What we learn building AI tools for real businesses — written in plain language, with real examples. No hype, no names.

Business & compliance

19 August 2026·5 min read

EU AI Act: what became mandatory on August 2, 2026 — and what it means for your SMB

Since August 2, 2026, the EU AI Act is generally applicable: transparency duties for chatbots and AI-generated content, the high-risk regime, national authorities and fines. Most SMB uses remain untouched — but two obligations concern almost everyone. The factual rundown, without the drama.

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Chatbots & assistants

19 August 2026·5 min read

AI chatbot for real estate agencies: qualify a lead before it goes cold

A buyer or tenant who contacts an agency on a Sunday evening expects a reply within minutes, not the next morning. An AI chatbot for real estate agencies captures the inquiry, asks the right questions and lines up the viewing — while the agent is offline. What this actually changes, and how to deploy it without losing human judgment on the property.

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Strategy, costs & ROI

19 August 2026·5 min read

AI and jobs: should your SMB rethink junior salaries?

Two studies published days apart in mid-August 2026 draw a paradox for SMB leaders: Lloyds Bank’s barometer shows 54% of UK businesses say AI has created new jobs, while Germany’s Ifo Institute finds half of AI-using companies plan to cut starting salaries for staff with under five years’ experience. What this actually means for your hiring and training decisions this fall.

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Business & compliance

18 August 2026·5 min read

Claude now watermarks its text: what Anthropic’s move changes — and doesn’t — for your SMB’s AI content

Since August 2, 2026, Anthropic invisibly watermarks every text (and some files) Claude generates, to comply with the AI Act’s Article 50 — and detailed the mechanism on August 11 and 15. The mark survives copy-paste. It does not, however, replace your own business’s disclosure duty toward customers or readers. Here is what actually changes.

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Studio notes

17 August 2026·4 min read

Studio notes — automate the rhythm, not the judgment

This week, again, no new client commits landed — so the studio looks at two automations already running in production from a different angle: not whether they classify or remind correctly, but how often they act on their own, and where that rhythm has to stop for a human call. At a courier company, background email classification that never re-decides on demand; at a training organization, an automatic reminder that keeps an audit moving without ever grading it. Two builds, one lesson: automate the rhythm, not the judgment.

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Business & compliance

17 August 2026·5 min read

Computer History: ChatGPT now remembers your activity — except in France (for now)

Since August 13, 2026, OpenAI has been rolling out "Computer History" on the ChatGPT Mac app: a memory built from what you do across your apps and websites. Available on Pro, Business and Enterprise plans — but not yet in France, where the rollout is delayed "in the coming weeks." What the feature actually does, why Europe is waiting, and what your SME should check now, before it officially lands.

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