The Human-First AI Series
How Four Simple Files Make AI Work Like It Already Knows You
Every time you open a new AI conversation, you start from zero. It doesn't know who you are, what your role actually entails, or how you like to communicate - so it guesses, and it usually guesses wrong.
This book introduces The Core Four framework - four simple, portable markdown files (Who, What, How, Why) that give any AI tool enough personal context to produce useful output from the first interaction. If you've used ChatGPT, Claude, or Gemini and thought "this should be better," this is for you.
Non-technical professionals who already use AI tools but are frustrated by generic output. You're a business owner or leader at a mid-sized firm - pragmatic, time-poor, and sceptical of hype. You understand ChatGPT, Claude, or Gemini at a basic level but haven't experienced what they can do with proper context. You don't need to understand how language models work - you just want output that sounds like you, on the first attempt.
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