llm
There are 8 articles tagged with "llm".
Understanding AI's Essence Through Solomonoff Induction: The Science of Generalization Through Compression
What is Solomonoff induction that's been trending on X? Exploring the fundamental principle of machine learning that 'compression is generalization' to solve the mystery of unsupervised learning. From theoretical foundations to latest trends, explained from a practical perspective for AI engineers.
Complete Guide to Google's Agent2Agent (A2A) Protocol: The New Era of LLM Agent Collaboration
A comprehensive analysis of the Agent2Agent (A2A) protocol announced by Google at Cloud Next '25. This guide examines the technical foundations and strategic implications, including integration with MCP, and its impact on corporate AI strategies from a practical perspective.
Complete Guide to Model Context Protocol (MCP): Transforming AI Agent Development
A comprehensive exploration of Anthropic's Model Context Protocol (MCP), the 'USB-C for AI' that standardizes integration between LLM agents and external tools. Covers technical mechanisms, implementation methods, and industry trends accelerated by OpenAI's participation.
Complete Guide to GitHub Copilot Agent Mode: Transforming Development Paradigms
A comprehensive guide to GitHub Copilot Agent Mode in VS Code - covering features, pricing, setup methods, and comparison with other tools. Learn practical strategies to leverage this AI-powered development assistant and explore the future of human-AI collaborative programming.
AI Orchestration Revolution: Development Automation Through Boomerang Mode
Explore the revolutionary 'Boomerang Mode' feature in Roo Code and its impact on AI collaborative development. This guide explains how automatic task division and execution management liberates developers from the hidden burden of creating prompts for AI, with practical implementation details.
Knowledge Graph Design & Implementation Guide for LLM Applications
A comprehensive guide to designing and implementing knowledge graphs that express relationships beyond numerical evaluations. Learn practical methods for structuring complex knowledge for LLM-powered applications, with insights gained from developing an investment interview system.
Memory Bank: A Practical Guide to Efficient AI Collaboration
The essential guide to context sharing in AI collaborative development and the practical evolution of Memory Bank technology. Explore how knowledge structuring and abstraction improve efficiency when developing with AIs that reset their memory with each task.
Implementing Uncertainty Modeling with Bayesian Updates in LLM Applications
A comprehensive guide to probabilistic parameter modeling using Bayesian updates and question generation strategies based on information gain. Learn how to improve LLM-based decision-making quality by explicitly handling uncertainty in your AI applications.