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

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 just write better — they can independently choose how to think about a task, handle …

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. …

Architektura AI 30.03.2026

Multi-agent AI systems: when they help and when they complicate things

Multi-agent AI systems sound like the natural next step after single agents. The thing is, not every problem benefits from adding more “roles,” orchestration, and …

AI w pracy 29.03.2026

Will AI really replace programmers? Not the good ones, necessarily

AI already writes code, tests, and documentation, so the question about the future of programmers keeps coming back like a boomerang. The thing is, the …