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Eight Principles Straight From Anthropic: If Claude Keeps Getting Worse, the Problem Is Probably How You're Using It  ·  Claude Code Can Now 'Loop' Through Work on Its Own: Anthropic Releases Four Loop Mode Guide That Lets AI Run Entire Processes  ·  Claude Cowork Honest Review: Three Months Later — What Actually Saved Time, What Made Me Regret Automating It  ·  Two Major Stories to Open July: Claude Sonnet 5 Launches, Fable 5 Export Controls Lifted and Globally Restored  ·  What Is RAG: Why Claude Can't Read Your Company Intranet — And How to Fix That  ·  Claude Cowork Advanced Workflows: From 'Hand Off One Task' to 'Run an Entire Process' — Three Real-World Templates

Fundamentals

Lead · Fundamentals

Eight Principles Straight From Anthropic: If Claude Keeps Getting Worse, the Problem Is Probably How You're Using It

Claude getting dumber over time is almost never actually the model. Anthropic engineers put it directly: prompts too long, context too cluttered, tools too narrow. Making Claude smarter isn't finding a magic prompt — it's not making it guess what you want in a chaotic environment.
Have you experienced this: you upgrade to a newer Claude model, and it actually feels harder to use? Workflows that ran fine before start breaking. Longer and longer prompts seem to produce less and less. You ask it to fix a bug and it introduces three more. At Anthropic's "Code with Claude" event in London, their engineers spent a full day answering this question. The core conclusion in one...
Fundamentals
What Is RAG: Why Claude Can't Read Your Company Intranet — And How to Fix That
RAG solves a simple problem: Claude is powerful but doesn't know what's...
Fundamentals
What Is Claude's Extended Thinking: Why Letting AI Think First Changes the Answer
Language models can't "think before speaking" because they generate while...
"Claude getting dumber over time is almost never actually the model. Anthropic engineers put it directly: prompts too long, context too cluttered, tools too narrow. Making Claude smarter isn't finding a magic prompt — it's not making it guess what you want in a chaotic environment."
— Claude Me
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Claude's "honesty tendency" isn't an engineer-configured switch — it's a...
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How Claude Learns to Be "Helpful to Humans": RLHF and Constitutional AI Explained

RLHF teaches Claude what responses humans prefer. Constitutional AI teaches...
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