Short roundup of Polish AI, automation, robotics and space news from the past 24 hours (English). Headlines (3 stories) 1) Polish researchers publish AI attitudes study in Scientific Reports– Source: Nature /…
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Polish AI & Tech Industry Roundup – January 31, 2026
Polish AI & Tech Industry Roundup – January 31, 2026 🇵🇱 PLLuM: Polish AI Model Expanding in Public Administration NASK (Naukowa i Akademicka Sieć Komputerowa) has revealed major progress with PLLuM –…
Polish AI & Tech Industry Roundup – January 31, 2026
Polish AI & Tech Industry Roundup – January 31, 2026 Polish Military Tech & Cybersecurity Samsung Galaxy S23/S24 Certified for Polish Armed Forces Polish Cyber Defense Forces (Wojska Obrony Cyberprzestrzeni) have completed…
Claude Code Cheatsheet + Dev Sandbox
Claude Code Cheatsheet + Dev Sandbox is my reference for working with Claude in a development environment. It documents my setup, including commonly used commands, MCP configuration, hooks, skills, and subagents. The…
Vibe with Devstral (locally)
I attempted to use Devstral locally with LMStudio, version 24B, due to the limited memory available on my Mac. I managed to find the configuration file, modify the provided and model options,…
News for 2025-07-05
Advancements in Waste Management With the integration of vision, sensors, and AI, waste management has become more efficient and precise. ZenRobotics’ systems can sort various types of waste, from bulky construction debris…
News for 2025-07-04
AI Model Comparison Researchers have compared various AI models, including GPT-4o, to evaluate their understanding of images. The study found that while GPT-4o can perform well in multiple tasks, it still lags…
Weebo
Weebo is a simple and pleasant solution that allows you to interact with AI locally. It utilizes Whisper MLX, Ollama (llama3.2), and Kokoro-82M. For my machine, I switched from real-time listening to…
Llama 3.3, Ollama structured output
Llama 3.3 70B offers similar performance compared to Llama 3.1 405B model. This model also requires less VRAM, e.g. works well on M4 64GB with a speed of 10 tokens/s. https://ollama.com/library/llama3.3 Right…
OpenWebUI + Ollama
Models Models keep information about existing models, allow us to modify them by adding functions, tools, system prompts, etc., or even create custom models on existing LLMs like Llama 3.x. It’s worth…