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Articles, guides, and news from the world of AI.

How Does ChatGPT Work? The Transformer Mystery

ChatGPT can write, translate, and explain things, but what actually happens “under the hood”? In this article, we break the topic down into simple parts: from neural networks and tokens to attention and transformer architecture. No mathematical smoke and mirrors, …

Prompting

10 prompts for everyday tasks that are really worth knowing

You don’t need to be an AI specialist to use it wisely. All it takes is a few well-crafted prompts that help you write emails, …

AI w pracy

Why doesn't the AI implementation strategy in a company work?

Many companies say they are “implementing AI,” but after a few months all that remains are slides, a single pilot, and growing frustration. The problem …

AI w pracy 14.05.2026

Will AI take my job? It’s better to ask a different question

Fear of AI is understandable, especially when you’re working, managing a home, and trying to keep up with change. But the real issue is not …

AI w pracy 17.04.2026

It’s no longer just a chatbot. AI is increasingly just doing the work for us

Until recently, we asked AI for an answer, a summary, or an idea. Now we increasingly ask it to complete a task: draft an email, …

AI w pracy 07.04.2026

Cursor, Copilot, Claude Code? Which AI IDE Should You Choose in 2026

AI has stopped being an add-on to the editor and has started affecting the pace of entire teams. But which tool makes sense in a …

AI w pracy 07.04.2026

AI-Native Development Platforms: the new standard for building software

AI-native platforms are no longer just a curiosity for teams that like experimenting. More and more often, they are becoming a practical working environment for …

AI w sprzedaży 05.04.2026

Without AI, You’ll Be a Weaker Insurance Agent. And Sooner Than You Think

Insurance sales are increasingly won not by the person who talks the most, but by the one who prepares conversations better, responds faster, and matches …

Cyberbezpieczeństwo 03.04.2026

Digital Self-Defense 2026: Deepfake, Voice Scam, and 5 Tests

AI can now clone a loved one’s voice, fake a video, and write a message that sounds almost too convincing. This guide shows how to …

AI w pracy 02.04.2026

GPT-5.4 vs Claude Opus 4.6: AI That Finally Delivers

Remember when ChatGPT used to be “pretty good, but made mistakes” a year ago? That’s a different era now. GPT-5.4 and Claude Opus 4.6 don’t …

AI w HR 01.04.2026

How does AI shorten recruitment from 4 weeks to 4 days? We check

How many hours do you waste on CVs, scheduling interviews, and manual onboarding? Well-implemented AI can shorten recruitment from 4 weeks to 4 days — …

AI w pracy prawnika 31.03.2026

Will AI analyze a contract faster than a junior lawyer?

An investment agreement reviewed in 10 minutes instead of 2 hours? It’s possible, but only when AI works like a well-configured assistant, not an oracle. …