Core Concepts - Revision history

Admin: Fix 1 internal link(s)

2026-03-16T16:27:57Z

Fix 1 internal link(s)

← Older revision		Revision as of 16:27, 16 March 2026
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	* [[What We Mean by AI Fluency\|What We Mean by AI Fluency]] — What AI fluency actually is, why it matters for generalists, and how the five pillars fit together		* [[What We Mean by AI Fluency\|What We Mean by AI Fluency]] — What AI fluency actually is, why it matters for generalists, and how the five pillars fit together
	* [[How AI Actually Works\|How AI Actually Works]] — What happens when you type something into ChatGPT, Claude, or Gemini		* [[How AI Actually Works\|How AI Actually Works]] — What happens when you type something into ChatGPT, Claude, or Gemini
	* [[~~Concepts/~~Tokenization ~~And~~ Context Windows\|Tokenization & Context Windows]] — Why AI can only "remember" so much, and what you can do about it		* [[Tokenization & Context Windows\|Tokenization & Context Windows]] — Why AI can only "remember" so much, and what you can do about it
	* [[Why AI Gets Things Wrong\|Why AI Gets Things Wrong]] — What hallucinations are, why they happen, and how to catch them		* [[Why AI Gets Things Wrong\|Why AI Gets Things Wrong]] — What hallucinations are, why they happen, and how to catch them
	* [[Prompt Engineering Basics\|Prompt Engineering Basics]] — How to communicate with AI effectively using clear, structured instructions		* [[Prompt Engineering Basics\|Prompt Engineering Basics]] — How to communicate with AI effectively using clear, structured instructions

Admin: Fix 5 internal link(s)

2026-03-16T16:22:58Z

Fix 5 internal link(s)

← Older revision		Revision as of 16:22, 16 March 2026
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	Before diving into exercises and pillars, it helps to understand a few foundational ideas. These concept pages give you the mental models you need to use AI well — no technical background required.		Before diving into exercises and pillars, it helps to understand a few foundational ideas. These concept pages give you the mental models you need to use AI well — no technical background required.
	* [[~~Concepts/~~What We Mean ~~By Ai~~ Fluency\|What We Mean by AI Fluency]] — What AI fluency actually is, why it matters for generalists, and how the five pillars fit together		* [[What We Mean by AI Fluency\|What We Mean by AI Fluency]] — What AI fluency actually is, why it matters for generalists, and how the five pillars fit together
	* [[~~Concepts/~~How Ai Actually Works\|How AI Actually Works]] — What happens when you type something into ChatGPT, Claude, or Gemini		* [[How AI Actually Works\|How AI Actually Works]] — What happens when you type something into ChatGPT, Claude, or Gemini
	* [[Concepts/Tokenization And Context Windows\|Tokenization & Context Windows]] — Why AI can only "remember" so much, and what you can do about it		* [[Concepts/Tokenization And Context Windows\|Tokenization & Context Windows]] — Why AI can only "remember" so much, and what you can do about it
	* [[~~Concepts/~~Why Ai Gets Things Wrong\|Why AI Gets Things Wrong]] — What hallucinations are, why they happen, and how to catch them		* [[Why AI Gets Things Wrong\|Why AI Gets Things Wrong]] — What hallucinations are, why they happen, and how to catch them
	* [[~~Concepts/~~Prompt Engineering Basics\|Prompt Engineering Basics]] — How to communicate with AI effectively using clear, structured instructions		* [[Prompt Engineering Basics\|Prompt Engineering Basics]] — How to communicate with AI effectively using clear, structured instructions
	* [[~~Concepts/~~Agents Vs Assistants\|Agents vs. Assistants]] — The spectrum from simple chatbot to autonomous agent, and how to choose the right level		* [[Agents vs. Assistants\|Agents vs. Assistants]] — The spectrum from simple chatbot to autonomous agent, and how to choose the right level

	These pages are referenced throughout the playbook's exercises and pillars. You don't need to read them all before starting — but they're here when you want to understand the ''why'' behind the techniques.		These pages are referenced throughout the playbook's exercises and pillars. You don't need to read them all before starting — but they're here when you want to understand the ''why'' behind the techniques.

Admin: Imported from AI Fluency Playbook

2026-03-16T16:09:56Z

Imported from AI Fluency Playbook

New page

''Foundational ideas that underpin the entire playbook — how AI works, why it fails, and how to communicate with it effectively.''

Before diving into exercises and pillars, it helps to understand a few foundational ideas. These concept pages give you the mental models you need to use AI well — no technical background required.
* [[Concepts/What We Mean By Ai Fluency|What We Mean by AI Fluency]] — What AI fluency actually is, why it matters for generalists, and how the five pillars fit together
* [[Concepts/How Ai Actually Works|How AI Actually Works]] — What happens when you type something into ChatGPT, Claude, or Gemini
* [[Concepts/Tokenization And Context Windows|Tokenization & Context Windows]] — Why AI can only "remember" so much, and what you can do about it
* [[Concepts/Why Ai Gets Things Wrong|Why AI Gets Things Wrong]] — What hallucinations are, why they happen, and how to catch them
* [[Concepts/Prompt Engineering Basics|Prompt Engineering Basics]] — How to communicate with AI effectively using clear, structured instructions
* [[Concepts/Agents Vs Assistants|Agents vs. Assistants]] — The spectrum from simple chatbot to autonomous agent, and how to choose the right level

These pages are referenced throughout the playbook's exercises and pillars. You don't need to read them all before starting — but they're here when you want to understand the ''why'' behind the techniques.

[[Category:AI Fluency Playbook]]
[[Category:Core Concepts]]

← Older revision		Revision as of 16:27, 16 March 2026
Line 4:		Line 4:
	* [[What We Mean by AI Fluency\|What We Mean by AI Fluency]] — What AI fluency actually is, why it matters for generalists, and how the five pillars fit together		* [[What We Mean by AI Fluency\|What We Mean by AI Fluency]] — What AI fluency actually is, why it matters for generalists, and how the five pillars fit together
	* [[How AI Actually Works\|How AI Actually Works]] — What happens when you type something into ChatGPT, Claude, or Gemini		* [[How AI Actually Works\|How AI Actually Works]] — What happens when you type something into ChatGPT, Claude, or Gemini
	* [[~~Concepts/~~Tokenization ~~And~~ Context Windows\|Tokenization & Context Windows]] — Why AI can only "remember" so much, and what you can do about it		* [[Tokenization & Context Windows\|Tokenization & Context Windows]] — Why AI can only "remember" so much, and what you can do about it
	* [[Why AI Gets Things Wrong\|Why AI Gets Things Wrong]] — What hallucinations are, why they happen, and how to catch them		* [[Why AI Gets Things Wrong\|Why AI Gets Things Wrong]] — What hallucinations are, why they happen, and how to catch them
	* [[Prompt Engineering Basics\|Prompt Engineering Basics]] — How to communicate with AI effectively using clear, structured instructions		* [[Prompt Engineering Basics\|Prompt Engineering Basics]] — How to communicate with AI effectively using clear, structured instructions