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AI & ML

Latest articles, guides and insights from the IT industry

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3 articles
on-premise-vs-cloud-ai.mdx
On-premise or cloud AI? How to choose the right infrastructure for AI in your company
AI & ML
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On-premise or cloud AI? How to choose the right infrastructure for AI in your company

Cloud, on-premise, or hybrid AI: costs and TCO, data transfer, latency, GDPR and DORA, team skills, and a step-by-step decision framework.

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fine-tuning-open-source-models.mdx
When off-the-shelf AI isn't enough: a business guide to fine-tuning open-source models
AI & ML
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When off-the-shelf AI isn't enough: a business guide to fine-tuning open-source models

When fine-tuning an open-source model pays off, how it differs from RAG, how to pick a model (Qwen, Mistral, Gemma, Llama, Bielik), and what to prepare (2026).

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ai-transformation.mdx
AI transformation: how do you get from strategy to measurable business results?
AI & ML
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AI transformation: how do you get from strategy to measurable business results?

What AI transformation is, how to plan it step by step, where to start, how to measure impact, and why companies stall between the pilot and scale.

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