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Fundamentals

Fundamentals · Page 2

Jun 08

How Does AI Actually Work? An Explanation for People Who Don't Know Tech

Claude isn't a "database that looks up answers" — it's a system that learned...
Sophie Marlowe
Jun 05

Emergent Capabilities: Why Scaling AI Models Suddenly Unlocks Abilities That Weren't There Before

Emergent capabilities are one of LLMs' most counterintuitive properties: a...
Hannah Scott
Jun 05

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

Claude's "honesty tendency" isn't an engineer-configured switch — it's a...
Ryan Holt
Jun 03

How Claude Learns to Be "Helpful to Humans": RLHF and Constitutional AI Explained

RLHF teaches Claude what responses humans prefer. Constitutional AI teaches...
Sophie Marlowe
Jun 03

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

Claude isn't "thinking" — it's using Attention to simultaneously scan the...
Ryan Holt
Jun 02

Why Claude Forgets: A Complete Guide to Context Windows

Claude didn't forget. Your words simply fell outside its context window.
Ryan Holt