Launch your journey to mastering AI in "Escape the Permanent Underclass" with Unit 1 of AI Power User. This episode breaks down the core mechanics of large language models (LLMs)—from tokens and context windows to inference—equipping you with the foundational knowledge to become an AI power user. Demystify how these tools work like supercharged autocomplete trained on the world's text, and adopt the mindset shift that turns casual prompting into professional leverage.

• How LLMs function as predictive autocomplete on steroids, trained on books, code, and the internet
• Tokens: The building blocks of AI "reading" (roughly 3/4 of a word, manage your token budget for efficient prompts)
• Context windows: The model's working memory limits, "lost in the middle" problem, and strategic placement o ...