Summary of "Narzędziownik AI 1/5 edycja 2025 v2"
Summary of “Narzędziownik AI 1/5 edycja 2025 v2”
This extensive training session, led by Tomasz Turba, provides a comprehensive overview of AI toolkits with a focus on practical applications, current AI models, tools, and development techniques for 2025. It is the first video in a five-part series scheduled through May and June 2025, designed for both technical and non-technical audiences interested in AI, cybersecurity, business applications, and automation.
Key Technological Concepts & Topics Covered
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Introduction to AI and Large Language Models (LLMs)
- Basics of AI, machine learning, deep learning, and natural language processing (NLP).
- Explanation of supervised, unsupervised, and reinforcement learning using clear analogies (e.g., teaching a child).
- Overview of LLMs such as GPT-3/4, Gemini, Claude, Lama, and their training on vast datasets.
- Concept of tokens and tokenization, including demonstrations of how models process input text.
- Importance of prompt engineering as a key skill for effective AI interaction.
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Popular AI Models & Platforms
- OpenAI’s GPT models (ChatGPT), Google Gemini (including Gemini 3 and VO3 updates), Claude, Perplexity, DeepSeek, Grok, and Lama (Meta).
- Discussion on API access, business vs. personal licenses, and data privacy concerns (e.g., data leakage risks with non-business licenses).
- Perplexity as a platform aggregating multiple AI models, with Pro subscription and T-Mobile promotion offering free access.
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AI Tool Categories and Use Cases
- Creative Tools: Image generation (DALL·E, MidJourney, Leonardo AI, Stable Diffusion), video generation and editing (Runway, Sora, Klink, Dream Machine, Kyber AI), music and audio generation (Suno AI, AIVA, Mubert, Eleven Labs, Murf AI).
- Business Tools: Text management, presentations (Gamma, Beautiful AI, Slides Go, SlidePilot), transcription, dubbing, and translations.
- Programming & Development: AI-assisted coding, API integration, offline model installation, fine-tuning, and retrieval augmented generation (RAG).
- Automation & Project Management: Local automation with tools like N8N, AI agents, and workflows to reduce reliance on external experts.
- Security & Cybersecurity: AI’s role in security, risks of prompt injection, hallucination attacks, and safe AI use in corporate environments.
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Hands-on Demonstrations & Tutorials
- Live prompt engineering examples, including trip planning with GPT.
- Using Google Gemini and ChatGPT interfaces with thumbs-up/down feedback for reinforcement learning.
- Building personalized AI assistants with Perplexity by feeding custom knowledge bases (e.g., Commercial Companies Code).
- AI-powered presentation tools to convert reports into slides dynamically.
- Image editing and enhancement with Canva AI and Remini.
- Creating AI avatars and onboarding videos using Synthesis.io.
- Generating music anthems with Suno AI and editing with AIVA.
- Video material generation with Runway 4, Sora, Klink, Dream Machine, and Kyber AI.
- AI-driven dubbing and lip-syncing tools (Wozo, Eleven Labs).
- AI in 3D object creation and animation (Backflip AI, Deep Motion, Treily).
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AI Ethics, Limitations, and Practical Advice
- Warnings about hallucinations, data privacy, and the need to verify AI outputs.
- Advice on using business licenses to protect corporate data.
- Caution against blindly trusting AI and the importance of human oversight.
- Discussion on AI’s future impact on jobs (especially junior programmers) and the evolving AI landscape.
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Community and Resources
- Invitation to join the Sekurak Discord community (~9000 members) for cybersecurity and AI discussions.
- Access to recorded sessions, presentations, and a “Toolmaker minibook” PDF describing 100 AI tools.
- GitHub repository with prompt engineering templates for personalized ChatGPT interactions.
- Ongoing support via LinkedIn and email for follow-up questions.
Product Features & Tools Highlighted
- ChatGPT & Playground: Customizable parameters (temperature, max tokens), prompt engineering, and API usage.
- Perplexity Pro: Aggregates multiple AI models, offers “spaces” for creating custom assistants with knowledge bases.
- Image Generators: DALL·E, MidJourney, Leonardo AI, Stable Diffusion (offline and online).
- Video Generators: Runway 4, Sora, Klink, Dream Machine, Kyber AI with options for long videos, avatars, and scene stitching.
- Audio Tools: Suno AI for music, AIVA for composition, Mubert for background music, Eleven Labs and Murf AI for voice synthesis and dubbing.
- Presentation Tools: Gamma, Beautiful AI, Slides Go, SlidePilot, Mermaid for mindmaps and diagrams.
- 3D Modeling & Animation: Backflip AI, Deep Motion, Treily for CGI and game asset creation.
- Automation: N8N local installation, AI agents for workflow automation.
- Security Training: “Hacking vs AI” course, prompt injection and data leak prevention.
Guides, Tutorials, and Training Series Structure
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Five-part series covering:
- Introduction, creative tools, assistants
- Business tools, programming, security
- Offline models, installation, fine-tuning
- Automation and project management
- Sales, promotion, influencer tools
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Interactive Q&A sessions with real-time chat engagement.
- Prompt engineering workshops featuring examples and best practices.
- Hands-on demos for creating images, videos, presentations, and AI assistants.
- Access to recordings and materials for 365 days after each session.
Main Speaker / Source
Tomasz Turba – AI and cybersecurity expert, trainer at Securitum, founder of Sekurak.pl, and organizer of AI and cybersecurity trainings and conferences. He has extensive experience in AI education and practical hacking, focusing on AI tool adoption, security, and ethical use.
Overall, this video is a detailed, practical, and up-to-date AI toolkit training for professionals and enthusiasts looking to leverage AI in creative, business, security, and automation domains, with a strong emphasis on hands-on usage, ethical considerations, and community support.
Category
Technology