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classix - a class of its own
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Do Android Phones Dream of AI Sheep?

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

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Press release

Black Deal for Decision-Makers

Faster access to company knowledge – data-secure, traceable, and now more affordable. 50% Discount for Greater Efficiency in Your Company Information is the capital of your organization – yet this capital is often stuck in

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Every day 8 to 5 grind or more matcha lattes?

Why statistical inventory sampling finally gives time back: Count less, live more. Statistical inventory sampling saves time, money, and nerves. GESTIN makes it simple and legally compliant. More time for what really matters: the debate

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Industry topic

Data Protection Instead of Data Leaks

AI models are accelerating procurement. Decision-makers benefit from fast, sourced answers—but only if GDPR compliance and transparency are in place. The AI chatbot KLIO shows how to achieve this. Why Correct Usage Is Crucial In

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Technical article

Inventory without downtime

Random sample inventory according to German Commercial Code (HGB) § 241 puts an end to the counting marathon. With GESTIN from classix, Massivmöbel24 reduces the inventory effort from 3 days to just 1 day. Legally

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Technical article

Clear Language for Artificial Intelligence

JSON prompts help businesses precisely control AI systems to get clearer, reproducible results. The article explains this structured approach, its benefits, and shows how software solutions like HESTIA from classix benefit from it. What is

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Feature story

Keeping Variance Under Control

How SMEs in mechanical and plant engineering-or mail-order/e-commerce retailers-can run end-to-end workflows from quote to cost accounting with sustainable variant management. The challenge of variant manufacturing in the mid-market Anyone working in mechanical and plant

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Interview

From Stack to Strategy

Anyone who only knows software development from classrooms or lecture halls is missing out on the best parts. Kevin L., a career changer with a business background, wanted to find out firsthand. His student internship

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Industry topic

When the AI panics

Why Vibe Coding Alone Isn’t Enough. The Risks of Unvetted Coding AI: A Flawed Script Deleted the Production Database, and How classix Delivers Secure AI Power with the Source-Referencing AI Chat KLIO A recent case

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