Knowledge Base
Explore latest tutorials, guides, and articles about AI.
Agentic Programming
How AI agents work, what makes them different from simple chatbots, and how to build systems that act autonomously.
Read ArticleMCP Servers Explained
What the Model Context Protocol is, how MCP servers connect AI to external tools and data sources.
Read ArticleCLI Tools for AI
The essential command line tools for running AI locally, including Ollama, llama.cpp, and text generation web UI.
Read ArticleAI Benchmarks and Evaluation
How AI models are measured and compared, and what benchmarks actually tell us about model performance.
Read ArticleIntelligence vs Cost Per Token
The relationship between model capability, cost, and efficiency, and how to get the best value from AI.
Read ArticleMost Efficient AI Models
The models that offer the best performance for their size and cost, and why efficiency matters as much as capability.
Read ArticleRunning 4B Models Offline
How small 4 billion parameter models can run on phones and laptops, bringing AI capabilities anywhere without internet.
Read ArticleNew Techniques in AI
The latest innovations in AI architecture and training, including multi-head attention, MoE improvements, and more.
Read ArticleSpeculative Decoding
How speculative decoding uses a small model to speed up a large model, achieving 2x to 3x faster generation.
Read ArticleAI Hardware Trends
The latest developments in AI hardware, from new GPU architectures to specialized AI accelerators.
Read ArticlePrivacy and Local AI
Why running AI locally is the best way to protect your privacy, and how to set up a private AI system.
Read ArticleOpen Weights Models Comparison
A practical comparison of the major open weight models, helping you choose the right one for your needs.
Read ArticleFunction Calling and Tool Use
How AI models can call functions, use tools, and integrate with external systems to perform complex tasks.
Read ArticleThe Future of AI Models
Where AI is headed next, from reasoning models to video generation, and what to expect in the coming years.
Read ArticleWelcome to the xgiovio.com Knowledge Base
A comprehensive introduction to our multi-disciplinary Knowledge Base, covering AI, VFX, App Development, Web, Hardware, Investing, and Photography.
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