Bible Network Crypto DeFi Onchain RWA AI Agent Stablecoin Chain SAFU CryptoTax DeFAI AGI Claude Me Claude Skill Claude Design Claude Cowork
Independent Media
Not affiliated with any project
繁中 EN 日本語
Exploring the Frontier of AI Intelligence
claude-me.com
LATEST
Claude Code Adds --restricted Mode: A Minimal-Authority Starting Point for Unfamiliar Projects  ·  Claude Code Fixes `/cd`: New Directory Settings Now Apply Immediately, No More Waiting for Resume  ·  Claude Code Adds a Startup Warning: `Bash(git * main)` Matches Far More Than You'd Expect  ·  Claude Code's --worktree Now Accepts a GitLab Merge Request URL Directly, No Number Conversion Needed  ·  Claude Code Remote Control Now Streams Live: Every Foreground Subagent Tool Call, Visible on Your Phone  ·  Claude Code Adds PreModelSwitch/PostModelSwitch Hooks: Switching Models Can Finally Be Intercepted and Logged
Home  ›  Contributors  ›  Ryan Holt

Ryan Holt

Explores how large language models think, fail, and improve. Focused on practical applications of AI tools for builders and creators.

Articles

fundamentals

Why Models Answer Confidently When They're Wrong: Hallucination Isn't 'Not Knowing,' It's a Side Effect of the Mechanism Itself

August 19, 2026
fundamentals

Context Rot: Why Stuffing More Into Claude's Context Window Can Make Answers Worse

July 24, 2026
fundamentals

What Is RAG: Why Claude Can't Read Your Company Intranet — And How to Fix That

July 02, 2026
fundamentals

Why Does Claude Give Different Answers to the Same Question Every Time? The Real Explanation Behind Temperature and Randomness

June 27, 2026
fundamentals

What Is Claude's Extended Thinking: Why Letting AI Think First Changes the Answer

June 27, 2026
beginners

Five Things You Should Know Before Using Claude for the First Time — Miss These and You'll Keep Using It Wrong

June 26, 2026
fundamentals

The Attention Mechanism: Why Transformers Actually Understand What You Say

June 20, 2026
practice

Four System Prompt Design Patterns That Make Claude Predictable and Repeatable

June 20, 2026
fundamentals

How an LLM Actually Generates Text: A Real Explanation for Non-Engineers

June 17, 2026
fundamentals

Constitutional AI: How Anthropic Trains Values Into Claude

June 16, 2026
reviews

Claude Enterprise vs Team: Which Plan Does Your Company Actually Need? Past This Scale You Must Upgrade

June 11, 2026
reviews

Claude Projects vs Notion AI vs ChatGPT: Which Workspace Should You Choose?

June 08, 2026
reviews

Claude vs ChatGPT: Which Should Beginners Choose? An Honest Comparison

June 08, 2026
fundamentals

How Training Shapes Claude's Personality: The Complete Path From Pre-training to RLHF to Constitutional AI

June 05, 2026
fundamentals

How Claude Actually "Thinks": Transformer and Attention Explained in Plain Terms

June 03, 2026
fundamentals

Why Claude Forgets: A Complete Guide to Context Windows

June 02, 2026