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The End of Fine-Tuning

OpenAI ends fine-tuning services as AI elite pursues alternative strategies; fine-tuning dies as mainstream approach while top applications favor open-source models and long-prompts, with agent-based systems breaking new benchmarks in research and mathematics.

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Europol, the Shadow Databases, and the Reactions

Members of the European Parliament have called for a suspension of Europol’s expansion after the agency was found to have operated a shadow IT system containing vast amounts of data without adequate security or data protection measures.

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Europol, Shadow Databases and the Reactions

Members of the European Parliament have called for a suspension of Europol’s expansion after it was revealed that the police authority operated a shadow IT system containing vast amounts of data without appropriate security or data protection measures.

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AI-based Translation Tools: What Does Data Protection Say?

AI-powered translation tools are already being used intensively in German companies for text input, voice input, and real-time translation in multilingual conversations; according to Bitkom, 41 percent of companies use AI, yet 77 percent see data protection as an obstacle—but how compatible are these tools actually wit

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OpenClaw OS: User-Friendly Interface for Claude Agents

OpenClaw OS is a specialized user interface for OpenClaw agents accessible via chat platforms that organizes sessions clearly; instead of scrollable chat messages, the system presents results as interactive, self-updating applications like dashboards and tables.

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Secure by Design: From Compliance to Cyber Resilience

The EU NIS2 Directive triples the number of regulated organizations in Germany from 4,500 to 29,500, and cybersecurity must be understood as a holistic approach—not merely as a compliance checkbox, but as effective integration of processes, responsibilities, and architecture.

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