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How can you train an artificial intelligence system to do what you need?

How AI systems learn, why a language model is not a knowledge base, and when you can trust its answer in customs and sanctions work

Ramūnas Šablinskas
IT solution architect and technical product manager, CC Learning, UAB (CustomsClear), Lithuania
Published 12 Oct 2025·Updated 14 Oct 2026
How can you train an artificial intelligence system to do what you need?
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This article aims to explain how artificial intelligence (AI) systems are trained, how they differ from traditional programmes, and – most importantly for your daily work – when they can be trusted and what to expect from them in the future. We recognise the need for, and importance of, this knowledge in our interactions with users who are beginning to utilise the AI products developed by CustomsClear, one of which is the EU sanctions compliance checking tool for Russia and Belarus.

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