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Why Hallucinations in AI are Becoming a Problem – and How KLIO Counters Them

Philip K. Dick asked whether androids dream of electric sheep. The current answer: Yes. Unfortunately, they often dream nonsense. Large AI models like ChatGPT or Gemini are impressive, but they have a structural problem—hallucinations. They invent sources, facts, sometimes even entire studies. Not out of malice, but because they do what they were trained to do: predict language. Not truth.

What might be harmless in private life (“What is the largest lake in Europe?” – “Lake Constance!”), can become critical in a business environment. In IT, procurement, or production, it’s not about opinions, but about reliable information. Those who rely on a hallucinating AI run the risk of making wrong decisions.

That’s why KLIO takes a different approach. The AI-powered chat works exclusively with your own documents. Operating manuals, price lists, safety regulations—everything remains internal. No data sharing. No internet access. No fantasy answers. Your AI chat delivers fact-based information – with source citation.

This changes everything for decision-makers. Instead of “I think that’s written somewhere,” it becomes: “According to page 12 of the assembly instructions.” KLIO does not hallucinate. It quotes. And it does so in seconds. This is invaluable, especially in areas with high complexity and little time: in technical service, sales, and production.

The highlight: KLIO works immediately. No training. No prompt magic. Simply ask questions – the chat delivers answers with proof. Until 23/12/25, there is a 50% discount* on klio.classix.de. Those who want to test it can even feed the system directly with their own documents.