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Stop Role-Playing with Your AI: Why "System Context" Beats "Personas"

While this "persona prompting" is great for nailing a specific tone of voice, recent empirical research reveals a surprising truth: when it comes to logical reasoning, coding, and factual accuracy, role-playing actually degrades AI performance.

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Orange 3D text "TIP" on a blue digital circuit board with a connected city network in the background.

The smart entry into artificial intelligence - start small, then grow

The key to sustainable AI success, on the other hand, lies in a simple principle: start small and then, based on your own individual service processes, look at which use cases AI can actually be a relief.

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Bad result? Just change the LLM!

Choosing the right model can be crucial, especially for more complex tasks. Different large language models have different strengths - and sometimes a change of model is the quickest way to achieve the goal.

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