Blog & news

What we are thinking about.

Notes from projects, teaching and research: what we explain to mid-sized companies before they ask.

Blog archive

All posts.

12 min read
Dr. Frederik Bäumer and Dr. Christoph Weisser

When AI no longer writes, but decides: what System One models are about

With Jev, open alternatives, and OpenAI's new Decisions API, a new approach to AI automation is taking shape. What the models can do, where their limits are, and why the development matters for mid-sized companies.

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6 min read
Frederik Bäumer

Getting started with AI without an AI department: four agents, one platform

At the 7th workshop on AI in SMEs in Dresden we showed with GWS how a single pilot chatbot became four production agents and a company-wide platform. Without a dedicated AI department.

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5 min read
Alexander Stahlkopf

Award for outstanding research: Dr. Sergej Schultenkämper honoured at the dtec.bw annual conference 2026

At the dtec.bw annual conference 2026 at the University of the Bundeswehr Munich, Dr. Sergej Schultenkämper was honoured for his dissertation on spear phishing, identity theft and the protection of personal data.

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9 min read
Dr. Frederik Bäumer

Chatbots on your own website: still timely in 2026, or already passé?

Are website chatbots still worth it in 2026? It depends less on whether you add one than on what runs underneath: guardrails, retrieval, and a clear path to a human.

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6 min read
Dr. Sergej Schultenkämper

Thousands of images, no alt text: the invisible problem of international websites

Alt text is the most commonly ignored mandatory task on the web. On international sites with twenty language versions and thousands of images, the problem can no longer be solved manually. Automated, it works surprisingly well. A field report.

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5 min read
Alexander Stahlkopf

Translating AEM content automatically: moving entire websites into new languages efficiently

Translate AEM content automatically: translate exported pages and import them back into Adobe Experience Manager. Ideal for entire websites and subpages.

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3 min read
Frederik Bäumer

KI in KMU Workshop 2026: we will be there

On September 22, 2026, we will join the 7th workshop on AI in small and medium-sized enterprises in Dresden: practical use cases, a poster session, and a Q&A fishbowl.

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14 min read
Dr. Sergej Schultenkämper

Open Source - operating a central AI platform in the enterprise with LibreChat

LibreChat brings different AI models, internal data sources and tools together on one central platform. What matters is less the interface than the architecture behind it: data flows, permissions, integrations and operations have to work together cleanly.

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