Cloud AI as head teacher: why the future of work lies with local AI

Cloud AI becomes the head teacher

When the large language models began their triumphal march a few years ago, they almost seemed like a return to the old virtues of technology: a tool that does what it is told. A tool that serves the user, not the other way around. The first versions - from GPT-3 to GPT-4 - had weaknesses, yes, but they were amazingly helpful. They explained, analyzed, formulated and solved tasks. And they did this largely without pedagogical ballast.

You talked to these models as if you were talking to an erudite employee who sometimes got lost, but basically just worked. Anyone who wrote creative texts, generated program code or produced longer analyses back then experienced how smoothly it went. There was a feeling of freedom, of an open creative space, of technology that supported people instead of correcting them.

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CLOUD Act, data sovereignty and Switzerland: a turning point for European IT strategies?

What the Swiss cloud resolution means for Europe

Something happened in Switzerland in mid-November that hardly anyone expected in this form: The country's data protection commissioners passed a clear, almost historic resolution. The message behind it is simple - and at the same time highly controversial: public authorities should no longer outsource their most sensitive data to international cloud services such as Microsoft 365 without hesitation. Why is that?

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AI Studio 2025: Which hardware is really worth it - from the Mac Studio to the RTX 3090

Hardware 2025 for AI studio

Anyone working with AI today is almost automatically pushed into the cloud: OpenAI, Microsoft, Google, any web UIs, tokens, limits, terms and conditions. This seems modern - but is essentially a return to dependency: others determine which models you can use, how often, with which filters and at what cost. I'm deliberately going the other way: I'm currently building my own little AI studio at home. With my own hardware, my own models and my own workflows.

My goal is clear: local text AI, local image AI, learning my own models (LoRA, fine-tuning) and all of this in such a way that I, as a freelancer and later also an SME customer, am not dependent on the daily whims of some cloud provider. You could say it's a return to an old attitude that used to be quite normal: „You do important things yourself“. Only this time, it's not about your own workbench, but about computing power and data sovereignty.

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The new EU censorship laws: What Chatcontrol, DSA, EMFA and the AI Act mean

EU censorship laws

In an increasingly digitalized world, we spend a lot of time online: Chatting, shopping, working, informing ourselves. At the same time, the rules on how content is shared, moderated or controlled are changing. The Digital Services Act (DSA), the European Media Freedom Act (EMFA), the planned Regulation to Prevent and Combat Child Sexual Abuse (CSAR, often referred to as „chat control“) and the AI Act are key pieces of legislation proposed by the European Union (EU) to regulate the digital environment.

These regulations may seem far away at first glance - but they have an impact on you as a private individual as well as on small and medium-sized companies. This article will guide you step by step: from the question „What is planned here?“ to the background and timelines to the change of perspective: What does this mean for you in everyday life?

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Digital dependency: how we have lost our self-determination to the cloud

Digital dependency with cloud systems

I've always thought it was a mistake for people to hand over their data - be it in the cloud, via apps or with any "free" services. For me, data sovereignty has never been a buzzword, but a question of self-respect. Anyone who uses technology without considering the consequences is entering into a dependency that often only becomes noticeable years later - but then has an even deeper impact.

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gFM-Business and the future of ERP: local intelligence instead of cloud dependency

gFM-Business and AI + knowledge graph

For over a decade, the gFM-Business software has stood for something special in the German ERP market: it is not based on a cumbersome, difficult-to-maintain system, but on the lightweight, customizable and visually modelled FileMaker platform. This has many advantages: gFM-Business can be individually expanded, runs on Windows, macOS and iOS, and can be customized by both developers and ambitious power users.

With the advent of artificial intelligence (AI) - especially through so-called language models such as ChatGPT - new opportunities are now emerging that go far beyond traditional automation. gFM-Business is actively preparing for this future: with the aim of not only managing data, but also unlocking knowledge.

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How I wrote five books in two languages in four months

Writing books with Affinity and BoD

...and why this is not a miracle, but the result of a clear strategy

For a long time, writing books was seen as something tedious - a lonely project that drags on for months or even years. But what if you let go of this image? What if you rethink writing - with a clear focus, well thought-out processes and targeted use of AI?

In my new book "Writing books 2.0 - a practical guide for authors in the age of AI" I describe exactly this path. A path that has enabled me to write five books in just four months, publish them in two languages - and not accept any loss of quality compared to traditional publishing.

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