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

Articles, guides, and news from the world of AI. Practical knowledge from Akademia AI experts.

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

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 developers, technical leaders, and startups that want to build faster, cheaper, and smarter. What is …

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

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 …

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

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 …

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

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 …

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

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 — …

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Will AI analyze a contract faster than a junior lawyer?
AI w pracy prawnika

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. …

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

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 …

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

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 …

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